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life-cycle model: Societal aging, demographics,and monetary policy\"](https://reader.elsevier.com/reader/sd/pii/S0165188907001972?token=E3A61757391AB157E73B39D7422FEC6D36BF96EAE15426E79592E442AD8C6F40C64C934E17B9A5A8A7C7EDE111CBA1DC)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Notebook created by Nino Kodua\n", + "* October 5, 2020" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Summary" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The motivation of the paper is to explore societal aging that we see in some of the industrial economies. Societal aging implies that the central bank should have a greater interest in how monetary policy might be affecting heterogeneours agents (workers & retirees), as well as how the different demographic structures change the responces to different shocks in the economy. \n", + "\n", + "* A dynamic New Keynesian model \n", + "* Incorporates life-cycle behavior from a la Gertler (1999)\n", + "* A dynamic stochastic general equilibrium model (DSGE)\n", + "* nominal rigidities and investment adjustment costs\n", + "* Assumption: Perfect foresight with one-time unanticipated shocks\n", + "\n", + "Main research questions:\n", + "* Do structural shock impact heterogeneous agents asymmetrically? \n", + "* Do life-cycle and different demographic structures alter dynamic responces? \n", + "\n", + "\n", + "Not many research explore a monetary business cycle model with heterogeneous agent within a life-cycle model. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The model is based on a la Gertler (1999). Here, authors also introduce a sticky price mechanism with endogenous capital. This type of model in literature is referred as the \"canonical model\".\n", + "\n", + "There are 6 agents in the model: firms, capital producers, financial intermediaries, households, government and the central bank. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Firms" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Monopolistically competitive firms\n", + "* Firms face a cost minimization problem (CMP) via price setting subject to a Rotemberg (1982) adjustment cost\n", + "* Cobb-Douglas production technology" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Marginal Cost\n", + "\n", + "Each firm j minimizes total costs: \n", + "\n", + "

    \n", + " $\\frac{W_t}{P_t}$$L_j,_t$ + $r_t^K$$K_j,_t$ \n", + "
\n", + "
    \n", + " s.t. $Y_j,_t$ = [$Z_t$exp($z_t$)$L_j,_t$]$(1-\\alpha)$$K_j,_t$$\\alpha$\n", + "
\n", + " \n", + " where $r$K is the real cost of capital, $\\alpha$ is a capital share, Z is a deterministic technology shock, and z is a temporary technology shock\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2. Price Setting\n", + "\n", + "Each firm j sets prices to maximize discounted sum of real dividends, D:\n", + "\n", + "
    \n", + " $D_j,_t$ = $(1+\\tau)$$\\frac{P_j,_t}{P_t}$$Y_j,_t$ - $\\phi_t$$Y_j,_t$ - $\\frac{\\Phi}{2}$($\\frac{P_j,_t}{P_j,_{t-1}}-1)$2$Y_t$\n", + "
\n", + "
    \n", + " s.t. $Y_j,_t$ = $(\\frac{P_j,_t}{P_t})$-$\\kappa$$Y_t$\n", + "
\n", + " \n", + " where $\\phi$ is a real marginal cost, $\\Phi$ is a cost parameter and $\\tau$ ($\\tau$ = $\\frac{1}{\\kappa -1}$) denotes a production subsidy to eliminate distortion from monopolistic competition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Capital Producers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Maximize profits under a perfectly competitive market:\n", + "\n", + "
    \n", + " $\\Pi_t$K = $\\frac{A_{t+1}}{P_t}$ + $r_t$K - $I_t$ - $R_t$K$\\frac{A_t}{P_t}$\n", + "
\n", + "
    \n", + " s.t. $K_{t+1}$ = (1 - $\\delta$)$K_t$ + [1 - S($\\frac{I_t}{I_{t-1}}$)]$I_t$\n", + "
\n", + " \n", + " where S(.) is the adjustment cost function. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Financial Intermediaries" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* lend funds to the capital producers\n", + "* hold equity of equity of the final goods producers & the capital producers\n", + "\n", + "Financial intermediaries maximize their profits:\n", + "\n", + "
    \n", + " $\\Pi_t$FI = $R_t$K$\\frac{A_t}{P_t}$ + ($\\bar{P}_t$F + $D_t$)$x_t$F + ($\\bar{P}_t$K + $\\Pi_t$K) $x_t$K - $\\bar{P}_t$F$x_{t+1}$F - $\\bar{P}_t$K$x_{t+1}$K - $\\frac{A_{t+1}}{P_t}$ + $\\frac{(F{A_{t+1}}^w + F{A_{t+1}}^r)}{P_t}$ - $R_t$$\\frac{(F{A_t}^w + F{A_t}^r)}{P_t}$\n", + "
\n", + " \n", + " where $x$ is the share of the equity, $\\bar{P}$ is the price of assets, superscript F denotes final goods firms and K denotes capital producers.\n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Households " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2 types of households: retirees and workers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "1. Retirees (superscript r, born at j and retired at k)\n", + "\n", + "Retirees maximize their recursive utility from consumption and leisure:\n", + "\n", + "
    \n", + " $V_t^{rjk}$ = {[($C_t^{rjk}$$)^v$(1 - $L_t^{rjk}$$)^{(1-v)}$]$^\\rho$ + $\\beta$$\\gamma$($V_{t+1}^{rjk}$)$^\\rho$}$^\\frac{1}{\\rho}$\n", + "
\n", + "
    \n", + " s.t. $\\frac{FA_{t+1}^{rjk}}{P_t}$ = ($\\frac{R_t}{\\gamma}$)($\\frac{FA_t^{rjk}}{P_t}$) + $\\frac{W_t}{P_t}$$\\xi$$L_t^{rjk}$ - $C_t^{rjk}$ - $T_t$\n", + "
\n", + " \n", + " where FA denotes financial assets and $\\xi$ is the relative marginal product of labor of retirees compared to workers.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2. Workers (superscript w, born at j)\n", + "\n", + "Workers maximize their recursive utility:\n", + "
    \n", + " $V_t^{wj}$ = {[($C_t^{wj}$$)^v$(1 - $L_t^{wj}$$)^{(1-v)}$]$^\\rho$ + $\\beta$$[\\omega$($V_{t+1}^{wj}$)$+(1 - \\omega)(V_{t+1}^{rj}$]$^\\rho$}$^\\frac{1}{\\rho}$\n", + "
\n", + "
    \n", + " s.t. $F\\frac{A_{t+1}^{wj}}{P_t}$ = ($R_t$)(F$\\frac{A_t^{wj}}{P_t}$) + $\\frac{W_t}{P_t}$$L_t^{wj}$ - $C_t^{wj}$ - $T_t$\n", + "
\n", + " where $\\omega$ is the probability that current worker will remain as a worker in the next period.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Government" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Government collects a lump-sum tax & subsidized firms to reduce distortion from monopolistic competition.\n", + "\n", + "Government's budget constraint:\n", + "
    \n", + " $\\tau$$Y_t$ = ($N_t$ + $N_t^r$)$T_t$\n", + "
\n", + " where $N$ denotes workers and $N^r$ denotes retirees.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Central Bank" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Monetary policy - standard Taylor rule\n", + "
    \n", + " $R_{t+1}$ = $R_{ss}$ + 1.5$\\pi_t$ + $\\frac{0.5}{4}$($\\frac{Y_t}{Y_t^F}$ - 1) + $e_t$\n", + "
\n", + " where $R_{ss}$ is the short-term nominal interest rate in stationary population and $Y^F$ is the output in the flexible price equilibrium\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Market equilibria" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* aggregate equilibrium conditions\n", + "* Market clearing conditions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calibration" + ] + }, + { + "attachments": { + "Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Model is solved with quarterly frequency\n", + "* Parameter values shown in the table are in quarterly terms\n", + "\n", + "![Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png](attachment:Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Properties under Stationary Population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are 3 versions of a stationary population: \n", + "* (i) a younger economy (low $\\gamma$) - the baseline \n", + "* (ii) an older economy (high $\\gamma$)\n", + "* (iii) no life-cycle economy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Values under stationary population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comparing different life-cycle economies gives us counterintuitive results\n", + "\n", + "* Capital-output ratio is slightly lower and real interest rates are slightly higher in older economy compared to the younger economy\n", + "* Does not hold generally\n", + "* Under some parametric values, real interest rates do actually become lower in a greyer society (consistent to conventional wisdom)\n", + "\n", + "The central bank should consider demographic structures because natural rate of interest is different across different demographic settings. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Alternative demographic structure (parameters $\\gamma$ and $\\xi$)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* (increase in $\\gamma$) The labor supply of retirees increases, as life expectancy grows. When the average length of retirement is less than 10 years, real interest rate decreases. However, when the average length of retirement is longer than 10 years, the real interest rates rise.\n", + "* (increase in $\\xi$) As the labor productivity increases, we see higher real interest rates. The retiree's labor supply is now much lower than the worker's labor supply (despite having no difference in relative labor productivity). " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dynamic Properties" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this part, we look at the results about whether different demographic structures affect the degree of amplification of impulse responce functions and whether structural shock have asymmetric effects on workers and retirees. Authors consider two types of shocks:\n", + "* A technology shock\n", + "* A monetary policy shock \n", + "The benchmark model is (iii) no life-cycle economy. \n", + "Tradeoff between substitution and income effects. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Technology shock " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a positive shock to the technology, increases the level of output, consumption and investment. As the marginal cost decreases due to the shock, the inflation rate and nominal interest rates decrease, as well as the labor supply because of sticky prices. \n", + "* In life cycle economies responses are similar to the economy with homogeneous agents, but effects are different on workers and retirees. The difference between workers and retirees is smaller under the older life-cycle economy. Older economy is similar to the no life-cycle economy. \n", + "* With shorter life expectancy of retirees, retirees do not change consumption as much as a result of a technology shock. However, aggregate output and the inflation rate effects become bigger. Due to the benefits from better technology, workers do not have save as much for the retirement. \n", + "* When the productivity of retirees goes up, the difference between workers and retirees is smaller. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Monetary policy shock" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a tighter monetary policy shock decreases investment, consumption and output. The real wages and marginal cost also go down. Thus, a positive shock to nominal interest rates results into deflation.\n", + "* An increase in the nominal interest rates dominates retiree's substitution effects. We see a difference between the responces of retirees and workers. Thus, the central bank faces a policy tradeoff. If the bargaining power in politics is higher for retirees, the nominal interest rates might be biased upwards. In older life cycle economy, the difference between the two groups is smaller.\n", + "* With larger life expectancy of retirees, a tightening monetary policy shock still has negative impact on aggregate demand. \n", + "* When the relative labor productivity of retirees goes down, their labor supply is very small." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conclusion" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Because retirees rely more on their interest income rather than wage from the labor supply, shocks in the economy have different impacts on heterogeneous agents. \n", + "* The different demographic structures alter the size of the responsiveness to technology and monetary policy shocks that comes from the tradeoff between substitution and income affects.\n", + "* Hence, the findings imply that societal aging and life-cycle have significant implications for monetary policy. Thus, the central bank should take into account there considerations." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.pdf b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0e3bb2e3f28a2d7896bfc594d021f3a736d03d01 GIT binary patch literal 231949 zcmV)XK&`(eP((&8F)lL-CB)_O4?5av(28Y+-a|L}g=dWMv>eJ_>Vma%Ev{3U~p%eOs3!Ida}Re?@vNuh`md z4)aQKZCRe_*_(Ann$@(u=XggCY!E(PZ<-eWY-gV}__u0iJ~DTI({uQn9>71_=l<|_ 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aad6674c9a3129aa4932408bd5e9cf9c5c0938bd Mon Sep 17 00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 13 Oct 2020 00:56:14 -0400 Subject: [PATCH 02/29] Add files via upload --- ...uaNino_FujiwaraTeranishi2007_summary.ipynb | 503 ++++++++++++++++++ 1 file changed, 503 insertions(+) create mode 100644 models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb new file mode 100644 index 00000000..5d21da80 --- /dev/null +++ b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb @@ -0,0 +1,503 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Fujiwara and Teranishi (2007)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# [\"A dynamic new Keynesian life-cycle model: Societal aging, demographics,and monetary policy\"](https://reader.elsevier.com/reader/sd/pii/S0165188907001972?token=E3A61757391AB157E73B39D7422FEC6D36BF96EAE15426E79592E442AD8C6F40C64C934E17B9A5A8A7C7EDE111CBA1DC)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Notebook created by Nino Kodua\n", + "* October 5, 2020" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Summary" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The motivation of the paper is to explore societal aging that we see in some of the industrial economies. Societal aging implies that the central bank should have a greater interest in how monetary policy might be affecting heterogeneous agents (workers & retirees), as well as how the different demographic structures change the responces to different shocks in the economy. \n", + "\n", + "* A dynamic New Keynesian model \n", + "* Incorporates life-cycle behavior from a la Gertler (1999)\n", + "* A dynamic stochastic general equilibrium model (DSGE)\n", + "* nominal rigidities and investment adjustment costs\n", + "* Assumption: Perfect foresight with one-time unanticipated shocks\n", + "\n", + "Main research questions:\n", + "* Do structural shocks impact heterogeneous agents asymmetrically? \n", + "* Do life-cycle and different demographic structures alter dynamic responces? \n", + "\n", + "\n", + "Not many research explore a monetary business cycle model with heterogeneous agent within a life-cycle model. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The model is based on a la Gertler (1999). Here, authors also introduce a sticky price mechanism with endogenous capital. This type of model in literature is referred as the \"canonical model\".\n", + "\n", + "There are 6 agents in the model: firms, capital producers, financial intermediaries, households, government and the central bank. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Firms" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Monopolistically competitive firms\n", + "* Firms face a cost minimization problem (CMP) via price setting subject to a Rotemberg (1982) adjustment cost\n", + "* Cobb-Douglas production technology" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Marginal Cost" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each firm j minimizes total costs: \n", + "\n", + "\\begin{array}{l}\n", + "&\\frac{W_{t}}{P_{t}} L_{j, t}+r_{t}^{K} K_{j}, t \\\\\n", + "\\text { s.t. } &Y_{j, t}=\\left[Z_{t} \\exp \\left(z_{t}\\right) L_{j, t}\\right]^{(1-\\alpha)} K_{j, t} \\alpha\n", + "\\end{array}\n", + "\n", + "where $r^K$ is the real cost of capital, $\\alpha$ is a capital share, Z is a deterministic technology shock, and z is a temporary technology shock\n", + " \n", + " \n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Price Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each firm j sets prices to maximize discounted sum of real dividends, D:\n", + "\\begin{array}{l}\n", + "&\\boldsymbol{D}_{j, t}&=(1+\\tau) \\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{t}} \\boldsymbol{Y}_{j, t}-\\boldsymbol{\\phi}_{t} \\boldsymbol{Y}_{j, t}-\\frac{\\Phi}{2}\\left(\\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{j, t-1}}-1\\right)^{2} \\boldsymbol{Y}_{t} \\\\\n", + "\\text { s.t. } &\\boldsymbol{Y}_{j, t}&=\\left(\\frac{P_{j, t}}{P_{t}}\\right)^{-\\kappa} \\boldsymbol{Y}_{t}\n", + "\\end{array}\n", + "\n", + "where $\\phi$ is a real marginal cost, $\\Phi$ is a cost parameter and $\\tau$ ($\\tau$ = $\\frac{1}{\\kappa -1}$) denotes a production subsidy to eliminate distortion from monopolistic competition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Capital Producers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Maximize profits under a perfectly competitive market:\n", + "\\begin{array}{l}\n", + "&\\Pi_{t}^{\\mathrm{K}}&=\\frac{A_{t+1}}{P_{t}}+r_{t}^{\\mathrm{K}}-I_{t}-R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}} \\\\\n", + "\\text { s.t. } &K_{t+1}&=(1-\\delta) K_{t}+\\left[1-\\mathrm{S}\\left(\\frac{I_{t}}{I_{t-1}}\\right)\\right] I_{t}\n", + "\\end{array}\n", + "\n", + "where S(.) is the adjustment cost function. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The capital formation dynamics: " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "Q_{t}\\left[1-S\\left(\\frac{I_{t}}{I_{t-1}}\\right)-S^{\\prime}\\left(\\frac{I_{t}}{I_{t-1}}\\right) \\frac{I_{t}}{I_{t-1}}\\right]+\\frac{\\pi_{t+1}}{R_{t+1}^{K}} Q_{t+1} S^{\\prime}\\left(\\frac{I_{t+1}}{I_{t}}\\right)\\left(\\frac{I_{t+1}}{I_{t}}\\right)^{2}=1\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Financial Intermediaries" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* lend funds to the capital producers\n", + "* hold equity of equity of the final goods producers & the capital producers\n", + "\n", + "Financial intermediaries maximize their profits:\n", + "\\begin{array}{l}\n", + "\\Pi_{t}^{\\mathrm{FI}}=R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}}+\\left(\\bar{P}_{t}^{\\mathrm{F}}+D_{t}\\right) x_{t}^{\\mathrm{F}}+\\left(\\bar{P}_{t}^{\\mathrm{K}}+\\Pi_{t}^{\\mathrm{K}}\\right) x_{t}^{\\mathrm{K}}-\\bar{P}_{t}^{\\mathrm{F}} x_{t+1}^{\\mathrm{F}}-\\bar{P}_{t}^{\\mathrm{K}} x_{t+1}^{\\mathrm{K}}-\\frac{A_{t+1}}{P_{t}}+\\frac{\\left(F A_{t+1}^{w}+F A_{t+1}^{\\prime}\\right)}{P_{t}}-R_{t} \\frac{\\left(F A_{t}^{w}+F A_{t}^{r}\\right)}{P_{t}}\n", + "\\end{array}\n", + "\n", + "where $x$ is the share of the equity, $\\bar{P}$ is the price of assets, superscript F denotes final goods firms and K denotes capital producers.\n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Households " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2 types of households: retirees and workers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Retirees (superscript r, born at j and retired at k)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Retirees maximize their recursive utility from consumption and leisure:\n", + "\\begin{array}{l}\n", + "&V_{t}^{r j k}&=\\left\\{\\left[\\left(C_{t}^{r j k}\\right)^{v}\\left(1-L_{t}^{r j k}\\right)^{(1-v)}\\right]^{\\rho}+\\beta \\gamma\\left(V_{t+1}^{r j k}\\right)^{\\rho}\\right\\}^{\\frac{1}{\\rho}} \\\\\n", + "\\text { s.t. } &\\frac{F A_{t+1}^{r j k}}{P_{t}}&=\\left(\\frac{R_{t}}{\\gamma}\\right)\\left(\\frac{F A_{t}^{r j k}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} \\xi L_{t}^{r j k}-C_{t}^{r j k}-T_{t}\n", + "\\end{array}\n", + "\n", + "where FA denotes financial assets and $\\xi$ is the relative marginal product of labor of retirees compared to workers.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The dynamic equation:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "\\varepsilon_{t} \\theta_{t}=1-\\frac{\\varepsilon_{t} \\theta_{t}}{\\varepsilon_{t+1} \\theta_{t+1}} \\gamma R_{t+1}^{\\rho /(1-\\rho)} \\beta^{1 /(1-\\rho)}\\left(\\frac{1}{\\pi_{t+1}}\\right)^{v \\rho /(1-\\rho)}\\left(\\frac{W_{t}}{W_{t+1}}\\right)^{(1-v) \\rho /(1-\\rho)}\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Workers (superscript w, born at j)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Workers maximize their recursive utility:\n", + "\\begin{array}{l}\n", + "V_{t}^{w j}=\\left\\{\\left[\\left(C_{t}^{w j}\\right)^{v}\\left(1-L_{t}^{w j}\\right)^{(1-v)}\\right]^{\\rho}+\\beta\\left[\\omega\\left(V_{t+1}^{w j}\\right)+(1-\\omega)\\left(V_{t+1}^{r j}\\right]^{\\rho}\\right\\}^{\\frac{1}{\\rho}}\\right. \\\\\n", + "\\text { s.t. } F \\frac{A_{t+1}^{w j}}{P_{t}}=\\left(R_{t}\\right)\\left(F \\frac{A_{t}^{w j}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} L_{t}^{w j}-C_{t}^{w j}-T_{t}\n", + "\\end{array}\n", + "where $\\omega$ is the probability that current worker will remain as a worker in the next period.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The dynamic equation:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "\\left\\{1-\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}-\\theta_{t}\\right\\} R_{t} \\frac{A_{t}^{\\mathrm{wj}}}{P_{t}}=\n", + "\\left\\{-1+\\theta_{t}+\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}\\right\\} H_{t}^{\\mathrm{wj}} \\\\\n", + "\\times\\left(H_{t}^{\\mathrm{w} j}+F_{t}^{\\mathrm{wj}}\\right)-\\left(\\frac{W_{t}}{P_{t}} L_{t}^{\\mathrm{w} j}+D_{t}^{\\mathrm{w} j}\\right)-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{\\omega}{\\Omega_{t+1}} H_{t+1}^{\\mathrm{w} j} \\\\\n", + "-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{1}{\\Omega_{t+1}}(1-\\omega)\\left(\\varepsilon_{t+1}\\right)^{-1 / \\rho}\\left(\\frac{1}{\\xi}\\right)^{1-v} \\varepsilon_{t+1} H_{t+1}^{\\mathrm{rj}}\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Government" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Government collects a lump-sum tax & subsidized firms to reduce distortion from monopolistic competition.\n", + "\n", + "Government's budget constraint:\n", + "\\begin{array}{l}\n", + "\\tau Y_{t}=\\left(N_{t}+N_{t}^{r}\\right) T_{t}\n", + "\\end{array}\n", + "where $N$ denotes workers and $N^r$ denotes retirees.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Central Bank" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Monetary policy - standard Taylor rule\n", + "\\begin{array}{l}\n", + "\\boldsymbol{R}_{t+1}=\\boldsymbol{R}_{s s}+1.5 \\pi_{t}+\\frac{0.5}{4}\\left(\\frac{Y_{t}}{Y_{t}^{F}}-1\\right)+e_{t}\n", + "\\end{array}\n", + "where $R_{ss}$ is the short-term nominal interest rate in stationary population and $Y^F$ is the output in the flexible price equilibrium\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Market equilibria" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* aggregate equilibrium conditions\n", + "* Market clearing conditions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calibration" + ] + }, + { + "attachments": { + "Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Model is solved with quarterly frequency\n", + "* Parameter values shown in the table are in quarterly terms\n", + "\n", + "![Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png](attachment:Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Properties under Stationary Population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are 3 versions of a stationary population: \n", + "* (i) a younger economy (low $\\gamma$) - the baseline \n", + "* (ii) an older economy (high $\\gamma$)\n", + "* (iii) no life-cycle economy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Values under stationary population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comparing different life-cycle economies gives us counterintuitive results\n", + "\n", + "* Capital-output ratio is slightly lower and real interest rates are slightly higher in older economy compared to the younger economy\n", + "* Does not hold generally\n", + "* Under some parametric values, real interest rates do actually become lower in a greyer society (consistent to conventional wisdom)\n", + "\n", + "The central bank should consider demographic structures because natural rate of interest is different across different demographic settings. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Alternative demographic structure (parameters $\\gamma$ and $\\xi$)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* (increase in $\\gamma$) The labor supply of retirees increases, as life expectancy grows. When the average length of retirement is less than 10 years, real interest rate decreases. However, when the average length of retirement is longer than 10 years, the real interest rates rise.\n", + "* (increase in $\\xi$) As the labor productivity increases, we see higher real interest rates. The retiree's labor supply is now much lower than the worker's labor supply (despite having no difference in relative labor productivity). " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dynamic Properties" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this part, we look at the results about whether different demographic structures affect the degree of amplification of impulse responce functions and whether structural shock have asymmetric effects on workers and retirees. Authors consider two types of shocks:\n", + "* A technology shock\n", + "* A monetary policy shock \n", + "The benchmark model is (iii) no life-cycle economy. \n", + "Tradeoff between substitution and income effects. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Technology shock " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a positive shock to the technology, increases the level of output, consumption and investment. As the marginal cost decreases due to the shock, the inflation rate and nominal interest rates decrease, as well as the labor supply because of sticky prices. \n", + "* In life cycle economies responses are similar to the economy with homogeneous agents, but effects are different on workers and retirees. The difference between workers and retirees is smaller under the older life-cycle economy. Older economy is similar to the no life-cycle economy. \n", + "* With shorter life expectancy of retirees, retirees do not change consumption as much as a result of a technology shock. However, aggregate output and the inflation rate effects become bigger. Due to the benefits from better technology, workers do not have save as much for the retirement. \n", + "* When the productivity of retirees goes up, the difference between workers and retirees is smaller. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Monetary policy shock" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a tighter monetary policy shock decreases investment, consumption and output. The real wages and marginal cost also go down. Thus, a positive shock to nominal interest rates results into deflation.\n", + "* An increase in the nominal interest rates dominates retiree's substitution effects. We see a difference between the responces of retirees and workers. Thus, the central bank faces a policy tradeoff. If the bargaining power in politics is higher for retirees, the nominal interest rates might be biased upwards. In older life cycle economy, the difference between the two groups is smaller.\n", + "* With larger life expectancy of retirees, a tightening monetary policy shock still has negative impact on aggregate demand. \n", + "* When the relative labor productivity of retirees goes down, their labor supply is very small." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conclusion" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Because retirees rely more on their interest income rather than wage from the labor supply, shocks in the economy have different impacts on heterogeneous agents. \n", + "* The different demographic structures alter the size of the responsiveness to technology and monetary policy shocks that comes from the tradeoff between substitution and income affects.\n", + "* Hence, the findings imply that societal aging and life-cycle have significant implications for monetary policy. Thus, the central bank should take into account there considerations." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From a124ea3da97fb6469c57f6fb3ca46bac9d6a06c1 Mon Sep 17 00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 13 Oct 2020 00:57:08 -0400 Subject: [PATCH 03/29] Delete KoduaNino_FujiwaraTeranishi2007.ipynb --- .../KoduaNino_FujiwaraTeranishi2007.ipynb | 444 ------------------ 1 file changed, 444 deletions(-) delete mode 100644 models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.ipynb b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.ipynb deleted file mode 100644 index 08d56823..00000000 --- a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.ipynb +++ /dev/null @@ -1,444 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Fujiwara and Teranishi (2007)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# [\"A dynamic new Keynesian life-cycle model: Societal aging, demographics,and monetary policy\"](https://reader.elsevier.com/reader/sd/pii/S0165188907001972?token=E3A61757391AB157E73B39D7422FEC6D36BF96EAE15426E79592E442AD8C6F40C64C934E17B9A5A8A7C7EDE111CBA1DC)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Notebook created by Nino Kodua\n", - "* October 5, 2020" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Summary" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The motivation of the paper is to explore societal aging that we see in some of the industrial economies. Societal aging implies that the central bank should have a greater interest in how monetary policy might be affecting heterogeneours agents (workers & retirees), as well as how the different demographic structures change the responces to different shocks in the economy. \n", - "\n", - "* A dynamic New Keynesian model \n", - "* Incorporates life-cycle behavior from a la Gertler (1999)\n", - "* A dynamic stochastic general equilibrium model (DSGE)\n", - "* nominal rigidities and investment adjustment costs\n", - "* Assumption: Perfect foresight with one-time unanticipated shocks\n", - "\n", - "Main research questions:\n", - "* Do structural shock impact heterogeneous agents asymmetrically? \n", - "* Do life-cycle and different demographic structures alter dynamic responces? \n", - "\n", - "\n", - "Not many research explore a monetary business cycle model with heterogeneous agent within a life-cycle model. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# The Model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The model is based on a la Gertler (1999). Here, authors also introduce a sticky price mechanism with endogenous capital. This type of model in literature is referred as the \"canonical model\".\n", - "\n", - "There are 6 agents in the model: firms, capital producers, financial intermediaries, households, government and the central bank. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Firms" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Monopolistically competitive firms\n", - "* Firms face a cost minimization problem (CMP) via price setting subject to a Rotemberg (1982) adjustment cost\n", - "* Cobb-Douglas production technology" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "1. Marginal Cost\n", - "\n", - "Each firm j minimizes total costs: \n", - "\n", - "

    \n", - " $\\frac{W_t}{P_t}$$L_j,_t$ + $r_t^K$$K_j,_t$ \n", - "
\n", - "
    \n", - " s.t. $Y_j,_t$ = [$Z_t$exp($z_t$)$L_j,_t$]$(1-\\alpha)$$K_j,_t$$\\alpha$\n", - "
\n", - " \n", - " where $r$K is the real cost of capital, $\\alpha$ is a capital share, Z is a deterministic technology shock, and z is a temporary technology shock\n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "2. Price Setting\n", - "\n", - "Each firm j sets prices to maximize discounted sum of real dividends, D:\n", - "\n", - "
    \n", - " $D_j,_t$ = $(1+\\tau)$$\\frac{P_j,_t}{P_t}$$Y_j,_t$ - $\\phi_t$$Y_j,_t$ - $\\frac{\\Phi}{2}$($\\frac{P_j,_t}{P_j,_{t-1}}-1)$2$Y_t$\n", - "
\n", - "
    \n", - " s.t. $Y_j,_t$ = $(\\frac{P_j,_t}{P_t})$-$\\kappa$$Y_t$\n", - "
\n", - " \n", - " where $\\phi$ is a real marginal cost, $\\Phi$ is a cost parameter and $\\tau$ ($\\tau$ = $\\frac{1}{\\kappa -1}$) denotes a production subsidy to eliminate distortion from monopolistic competition" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Capital Producers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Maximize profits under a perfectly competitive market:\n", - "\n", - "
    \n", - " $\\Pi_t$K = $\\frac{A_{t+1}}{P_t}$ + $r_t$K - $I_t$ - $R_t$K$\\frac{A_t}{P_t}$\n", - "
\n", - "
    \n", - " s.t. $K_{t+1}$ = (1 - $\\delta$)$K_t$ + [1 - S($\\frac{I_t}{I_{t-1}}$)]$I_t$\n", - "
\n", - " \n", - " where S(.) is the adjustment cost function. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Financial Intermediaries" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* lend funds to the capital producers\n", - "* hold equity of equity of the final goods producers & the capital producers\n", - "\n", - "Financial intermediaries maximize their profits:\n", - "\n", - "
    \n", - " $\\Pi_t$FI = $R_t$K$\\frac{A_t}{P_t}$ + ($\\bar{P}_t$F + $D_t$)$x_t$F + ($\\bar{P}_t$K + $\\Pi_t$K) $x_t$K - $\\bar{P}_t$F$x_{t+1}$F - $\\bar{P}_t$K$x_{t+1}$K - $\\frac{A_{t+1}}{P_t}$ + $\\frac{(F{A_{t+1}}^w + F{A_{t+1}}^r)}{P_t}$ - $R_t$$\\frac{(F{A_t}^w + F{A_t}^r)}{P_t}$\n", - "
\n", - " \n", - " where $x$ is the share of the equity, $\\bar{P}$ is the price of assets, superscript F denotes final goods firms and K denotes capital producers.\n", - " \n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Households " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "2 types of households: retirees and workers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "1. Retirees (superscript r, born at j and retired at k)\n", - "\n", - "Retirees maximize their recursive utility from consumption and leisure:\n", - "\n", - "
    \n", - " $V_t^{rjk}$ = {[($C_t^{rjk}$$)^v$(1 - $L_t^{rjk}$$)^{(1-v)}$]$^\\rho$ + $\\beta$$\\gamma$($V_{t+1}^{rjk}$)$^\\rho$}$^\\frac{1}{\\rho}$\n", - "
\n", - "
    \n", - " s.t. $\\frac{FA_{t+1}^{rjk}}{P_t}$ = ($\\frac{R_t}{\\gamma}$)($\\frac{FA_t^{rjk}}{P_t}$) + $\\frac{W_t}{P_t}$$\\xi$$L_t^{rjk}$ - $C_t^{rjk}$ - $T_t$\n", - "
\n", - " \n", - " where FA denotes financial assets and $\\xi$ is the relative marginal product of labor of retirees compared to workers.\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "2. Workers (superscript w, born at j)\n", - "\n", - "Workers maximize their recursive utility:\n", - "
    \n", - " $V_t^{wj}$ = {[($C_t^{wj}$$)^v$(1 - $L_t^{wj}$$)^{(1-v)}$]$^\\rho$ + $\\beta$$[\\omega$($V_{t+1}^{wj}$)$+(1 - \\omega)(V_{t+1}^{rj}$]$^\\rho$}$^\\frac{1}{\\rho}$\n", - "
\n", - "
    \n", - " s.t. $F\\frac{A_{t+1}^{wj}}{P_t}$ = ($R_t$)(F$\\frac{A_t^{wj}}{P_t}$) + $\\frac{W_t}{P_t}$$L_t^{wj}$ - $C_t^{wj}$ - $T_t$\n", - "
\n", - " where $\\omega$ is the probability that current worker will remain as a worker in the next period.\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Government" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Government collects a lump-sum tax & subsidized firms to reduce distortion from monopolistic competition.\n", - "\n", - "Government's budget constraint:\n", - "
    \n", - " $\\tau$$Y_t$ = ($N_t$ + $N_t^r$)$T_t$\n", - "
\n", - " where $N$ denotes workers and $N^r$ denotes retirees.\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Central Bank" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Monetary policy - standard Taylor rule\n", - "
    \n", - " $R_{t+1}$ = $R_{ss}$ + 1.5$\\pi_t$ + $\\frac{0.5}{4}$($\\frac{Y_t}{Y_t^F}$ - 1) + $e_t$\n", - "
\n", - " where $R_{ss}$ is the short-term nominal interest rate in stationary population and $Y^F$ is the output in the flexible price equilibrium\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Market equilibria" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* aggregate equilibrium conditions\n", - "* Market clearing conditions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Calibration" - ] - }, - { - "attachments": { - "Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png": { - "image/png": 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- } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Model is solved with quarterly frequency\n", - "* Parameter values shown in the table are in quarterly terms\n", - "\n", - "![Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png](attachment:Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Results" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Properties under Stationary Population" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There are 3 versions of a stationary population: \n", - "* (i) a younger economy (low $\\gamma$) - the baseline \n", - "* (ii) an older economy (high $\\gamma$)\n", - "* (iii) no life-cycle economy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Values under stationary population" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Comparing different life-cycle economies gives us counterintuitive results\n", - "\n", - "* Capital-output ratio is slightly lower and real interest rates are slightly higher in older economy compared to the younger economy\n", - "* Does not hold generally\n", - "* Under some parametric values, real interest rates do actually become lower in a greyer society (consistent to conventional wisdom)\n", - "\n", - "The central bank should consider demographic structures because natural rate of interest is different across different demographic settings. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Alternative demographic structure (parameters $\\gamma$ and $\\xi$)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* (increase in $\\gamma$) The labor supply of retirees increases, as life expectancy grows. When the average length of retirement is less than 10 years, real interest rate decreases. However, when the average length of retirement is longer than 10 years, the real interest rates rise.\n", - "* (increase in $\\xi$) As the labor productivity increases, we see higher real interest rates. The retiree's labor supply is now much lower than the worker's labor supply (despite having no difference in relative labor productivity). " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Dynamic Properties" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this part, we look at the results about whether different demographic structures affect the degree of amplification of impulse responce functions and whether structural shock have asymmetric effects on workers and retirees. Authors consider two types of shocks:\n", - "* A technology shock\n", - "* A monetary policy shock \n", - "The benchmark model is (iii) no life-cycle economy. \n", - "Tradeoff between substitution and income effects. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Technology shock " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* In the baseline model, a positive shock to the technology, increases the level of output, consumption and investment. As the marginal cost decreases due to the shock, the inflation rate and nominal interest rates decrease, as well as the labor supply because of sticky prices. \n", - "* In life cycle economies responses are similar to the economy with homogeneous agents, but effects are different on workers and retirees. The difference between workers and retirees is smaller under the older life-cycle economy. Older economy is similar to the no life-cycle economy. \n", - "* With shorter life expectancy of retirees, retirees do not change consumption as much as a result of a technology shock. However, aggregate output and the inflation rate effects become bigger. Due to the benefits from better technology, workers do not have save as much for the retirement. \n", - "* When the productivity of retirees goes up, the difference between workers and retirees is smaller. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Monetary policy shock" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* In the baseline model, a tighter monetary policy shock decreases investment, consumption and output. The real wages and marginal cost also go down. Thus, a positive shock to nominal interest rates results into deflation.\n", - "* An increase in the nominal interest rates dominates retiree's substitution effects. We see a difference between the responces of retirees and workers. Thus, the central bank faces a policy tradeoff. If the bargaining power in politics is higher for retirees, the nominal interest rates might be biased upwards. In older life cycle economy, the difference between the two groups is smaller.\n", - "* With larger life expectancy of retirees, a tightening monetary policy shock still has negative impact on aggregate demand. \n", - "* When the relative labor productivity of retirees goes down, their labor supply is very small." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Conclusion" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Because retirees rely more on their interest income rather than wage from the labor supply, shocks in the economy have different impacts on heterogeneous agents. \n", - "* The different demographic structures alter the size of the responsiveness to technology and monetary policy shocks that comes from the tradeoff between substitution and income affects.\n", - "* Hence, the findings imply that societal aging and life-cycle have significant implications for monetary policy. Thus, the central bank should take into account there considerations." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} From db9f495881ba139b841268fa781051491ee02b1b Mon Sep 17 00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 13 Oct 2020 00:57:21 -0400 Subject: [PATCH 04/29] Delete KoduaNino_FujiwaraTeranishi2007.pdf --- .../KoduaNino_FujiwaraTeranishi2007.pdf | Bin 231949 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007.pdf diff --git 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00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 13 Oct 2020 01:00:45 -0400 Subject: [PATCH 05/29] Delete KoduaNino_FujiwaraTeranishi2007_summary.ipynb --- ...uaNino_FujiwaraTeranishi2007_summary.ipynb | 503 ------------------ 1 file changed, 503 deletions(-) delete mode 100644 models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb deleted file mode 100644 index 5d21da80..00000000 --- a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb +++ /dev/null @@ -1,503 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Fujiwara and Teranishi (2007)\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# [\"A dynamic new Keynesian life-cycle model: Societal aging, demographics,and monetary policy\"](https://reader.elsevier.com/reader/sd/pii/S0165188907001972?token=E3A61757391AB157E73B39D7422FEC6D36BF96EAE15426E79592E442AD8C6F40C64C934E17B9A5A8A7C7EDE111CBA1DC)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Notebook created by Nino Kodua\n", - "* October 5, 2020" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Summary" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The motivation of the paper is to explore societal aging that we see in some of the industrial economies. Societal aging implies that the central bank should have a greater interest in how monetary policy might be affecting heterogeneous agents (workers & retirees), as well as how the different demographic structures change the responces to different shocks in the economy. \n", - "\n", - "* A dynamic New Keynesian model \n", - "* Incorporates life-cycle behavior from a la Gertler (1999)\n", - "* A dynamic stochastic general equilibrium model (DSGE)\n", - "* nominal rigidities and investment adjustment costs\n", - "* Assumption: Perfect foresight with one-time unanticipated shocks\n", - "\n", - "Main research questions:\n", - "* Do structural shocks impact heterogeneous agents asymmetrically? \n", - "* Do life-cycle and different demographic structures alter dynamic responces? \n", - "\n", - "\n", - "Not many research explore a monetary business cycle model with heterogeneous agent within a life-cycle model. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# The Model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The model is based on a la Gertler (1999). Here, authors also introduce a sticky price mechanism with endogenous capital. This type of model in literature is referred as the \"canonical model\".\n", - "\n", - "There are 6 agents in the model: firms, capital producers, financial intermediaries, households, government and the central bank. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Firms" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Monopolistically competitive firms\n", - "* Firms face a cost minimization problem (CMP) via price setting subject to a Rotemberg (1982) adjustment cost\n", - "* Cobb-Douglas production technology" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Marginal Cost" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Each firm j minimizes total costs: \n", - "\n", - "\\begin{array}{l}\n", - "&\\frac{W_{t}}{P_{t}} L_{j, t}+r_{t}^{K} K_{j}, t \\\\\n", - "\\text { s.t. } &Y_{j, t}=\\left[Z_{t} \\exp \\left(z_{t}\\right) L_{j, t}\\right]^{(1-\\alpha)} K_{j, t} \\alpha\n", - "\\end{array}\n", - "\n", - "where $r^K$ is the real cost of capital, $\\alpha$ is a capital share, Z is a deterministic technology shock, and z is a temporary technology shock\n", - " \n", - " \n", - " \n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Price Setting" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Each firm j sets prices to maximize discounted sum of real dividends, D:\n", - "\\begin{array}{l}\n", - "&\\boldsymbol{D}_{j, t}&=(1+\\tau) \\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{t}} \\boldsymbol{Y}_{j, t}-\\boldsymbol{\\phi}_{t} \\boldsymbol{Y}_{j, t}-\\frac{\\Phi}{2}\\left(\\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{j, t-1}}-1\\right)^{2} \\boldsymbol{Y}_{t} \\\\\n", - "\\text { s.t. } &\\boldsymbol{Y}_{j, t}&=\\left(\\frac{P_{j, t}}{P_{t}}\\right)^{-\\kappa} \\boldsymbol{Y}_{t}\n", - "\\end{array}\n", - "\n", - "where $\\phi$ is a real marginal cost, $\\Phi$ is a cost parameter and $\\tau$ ($\\tau$ = $\\frac{1}{\\kappa -1}$) denotes a production subsidy to eliminate distortion from monopolistic competition" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Capital Producers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Maximize profits under a perfectly competitive market:\n", - "\\begin{array}{l}\n", - "&\\Pi_{t}^{\\mathrm{K}}&=\\frac{A_{t+1}}{P_{t}}+r_{t}^{\\mathrm{K}}-I_{t}-R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}} \\\\\n", - "\\text { s.t. } &K_{t+1}&=(1-\\delta) K_{t}+\\left[1-\\mathrm{S}\\left(\\frac{I_{t}}{I_{t-1}}\\right)\\right] I_{t}\n", - "\\end{array}\n", - "\n", - "where S(.) is the adjustment cost function. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### The capital formation dynamics: " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{array}{l}\n", - "Q_{t}\\left[1-S\\left(\\frac{I_{t}}{I_{t-1}}\\right)-S^{\\prime}\\left(\\frac{I_{t}}{I_{t-1}}\\right) \\frac{I_{t}}{I_{t-1}}\\right]+\\frac{\\pi_{t+1}}{R_{t+1}^{K}} Q_{t+1} S^{\\prime}\\left(\\frac{I_{t+1}}{I_{t}}\\right)\\left(\\frac{I_{t+1}}{I_{t}}\\right)^{2}=1\n", - "\\end{array}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Financial Intermediaries" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* lend funds to the capital producers\n", - "* hold equity of equity of the final goods producers & the capital producers\n", - "\n", - "Financial intermediaries maximize their profits:\n", - "\\begin{array}{l}\n", - "\\Pi_{t}^{\\mathrm{FI}}=R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}}+\\left(\\bar{P}_{t}^{\\mathrm{F}}+D_{t}\\right) x_{t}^{\\mathrm{F}}+\\left(\\bar{P}_{t}^{\\mathrm{K}}+\\Pi_{t}^{\\mathrm{K}}\\right) x_{t}^{\\mathrm{K}}-\\bar{P}_{t}^{\\mathrm{F}} x_{t+1}^{\\mathrm{F}}-\\bar{P}_{t}^{\\mathrm{K}} x_{t+1}^{\\mathrm{K}}-\\frac{A_{t+1}}{P_{t}}+\\frac{\\left(F A_{t+1}^{w}+F A_{t+1}^{\\prime}\\right)}{P_{t}}-R_{t} \\frac{\\left(F A_{t}^{w}+F A_{t}^{r}\\right)}{P_{t}}\n", - "\\end{array}\n", - "\n", - "where $x$ is the share of the equity, $\\bar{P}$ is the price of assets, superscript F denotes final goods firms and K denotes capital producers.\n", - " \n", - " " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Households " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "2 types of households: retirees and workers" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Retirees (superscript r, born at j and retired at k)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Retirees maximize their recursive utility from consumption and leisure:\n", - "\\begin{array}{l}\n", - "&V_{t}^{r j k}&=\\left\\{\\left[\\left(C_{t}^{r j k}\\right)^{v}\\left(1-L_{t}^{r j k}\\right)^{(1-v)}\\right]^{\\rho}+\\beta \\gamma\\left(V_{t+1}^{r j k}\\right)^{\\rho}\\right\\}^{\\frac{1}{\\rho}} \\\\\n", - "\\text { s.t. } &\\frac{F A_{t+1}^{r j k}}{P_{t}}&=\\left(\\frac{R_{t}}{\\gamma}\\right)\\left(\\frac{F A_{t}^{r j k}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} \\xi L_{t}^{r j k}-C_{t}^{r j k}-T_{t}\n", - "\\end{array}\n", - "\n", - "where FA denotes financial assets and $\\xi$ is the relative marginal product of labor of retirees compared to workers.\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### The dynamic equation:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{array}{l}\n", - "\\varepsilon_{t} \\theta_{t}=1-\\frac{\\varepsilon_{t} \\theta_{t}}{\\varepsilon_{t+1} \\theta_{t+1}} \\gamma R_{t+1}^{\\rho /(1-\\rho)} \\beta^{1 /(1-\\rho)}\\left(\\frac{1}{\\pi_{t+1}}\\right)^{v \\rho /(1-\\rho)}\\left(\\frac{W_{t}}{W_{t+1}}\\right)^{(1-v) \\rho /(1-\\rho)}\n", - "\\end{array}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Workers (superscript w, born at j)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Workers maximize their recursive utility:\n", - "\\begin{array}{l}\n", - "V_{t}^{w j}=\\left\\{\\left[\\left(C_{t}^{w j}\\right)^{v}\\left(1-L_{t}^{w j}\\right)^{(1-v)}\\right]^{\\rho}+\\beta\\left[\\omega\\left(V_{t+1}^{w j}\\right)+(1-\\omega)\\left(V_{t+1}^{r j}\\right]^{\\rho}\\right\\}^{\\frac{1}{\\rho}}\\right. \\\\\n", - "\\text { s.t. } F \\frac{A_{t+1}^{w j}}{P_{t}}=\\left(R_{t}\\right)\\left(F \\frac{A_{t}^{w j}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} L_{t}^{w j}-C_{t}^{w j}-T_{t}\n", - "\\end{array}\n", - "where $\\omega$ is the probability that current worker will remain as a worker in the next period.\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### The dynamic equation:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{array}{l}\n", - "\\left\\{1-\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}-\\theta_{t}\\right\\} R_{t} \\frac{A_{t}^{\\mathrm{wj}}}{P_{t}}=\n", - "\\left\\{-1+\\theta_{t}+\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}\\right\\} H_{t}^{\\mathrm{wj}} \\\\\n", - "\\times\\left(H_{t}^{\\mathrm{w} j}+F_{t}^{\\mathrm{wj}}\\right)-\\left(\\frac{W_{t}}{P_{t}} L_{t}^{\\mathrm{w} j}+D_{t}^{\\mathrm{w} j}\\right)-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{\\omega}{\\Omega_{t+1}} H_{t+1}^{\\mathrm{w} j} \\\\\n", - "-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{1}{\\Omega_{t+1}}(1-\\omega)\\left(\\varepsilon_{t+1}\\right)^{-1 / \\rho}\\left(\\frac{1}{\\xi}\\right)^{1-v} \\varepsilon_{t+1} H_{t+1}^{\\mathrm{rj}}\n", - "\\end{array}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Government" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Government collects a lump-sum tax & subsidized firms to reduce distortion from monopolistic competition.\n", - "\n", - "Government's budget constraint:\n", - "\\begin{array}{l}\n", - "\\tau Y_{t}=\\left(N_{t}+N_{t}^{r}\\right) T_{t}\n", - "\\end{array}\n", - "where $N$ denotes workers and $N^r$ denotes retirees.\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Central Bank" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Monetary policy - standard Taylor rule\n", - "\\begin{array}{l}\n", - "\\boldsymbol{R}_{t+1}=\\boldsymbol{R}_{s s}+1.5 \\pi_{t}+\\frac{0.5}{4}\\left(\\frac{Y_{t}}{Y_{t}^{F}}-1\\right)+e_{t}\n", - "\\end{array}\n", - "where $R_{ss}$ is the short-term nominal interest rate in stationary population and $Y^F$ is the output in the flexible price equilibrium\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Market equilibria" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* aggregate equilibrium conditions\n", - "* Market clearing conditions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Calibration" - ] - }, - { - "attachments": { - "Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png": { - "image/png": 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" - } - }, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Model is solved with quarterly frequency\n", - "* Parameter values shown in the table are in quarterly terms\n", - "\n", - "![Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png](attachment:Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Results" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Properties under Stationary Population" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "There are 3 versions of a stationary population: \n", - "* (i) a younger economy (low $\\gamma$) - the baseline \n", - "* (ii) an older economy (high $\\gamma$)\n", - "* (iii) no life-cycle economy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Values under stationary population" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Comparing different life-cycle economies gives us counterintuitive results\n", - "\n", - "* Capital-output ratio is slightly lower and real interest rates are slightly higher in older economy compared to the younger economy\n", - "* Does not hold generally\n", - "* Under some parametric values, real interest rates do actually become lower in a greyer society (consistent to conventional wisdom)\n", - "\n", - "The central bank should consider demographic structures because natural rate of interest is different across different demographic settings. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Alternative demographic structure (parameters $\\gamma$ and $\\xi$)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* (increase in $\\gamma$) The labor supply of retirees increases, as life expectancy grows. When the average length of retirement is less than 10 years, real interest rate decreases. However, when the average length of retirement is longer than 10 years, the real interest rates rise.\n", - "* (increase in $\\xi$) As the labor productivity increases, we see higher real interest rates. The retiree's labor supply is now much lower than the worker's labor supply (despite having no difference in relative labor productivity). " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Dynamic Properties" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this part, we look at the results about whether different demographic structures affect the degree of amplification of impulse responce functions and whether structural shock have asymmetric effects on workers and retirees. Authors consider two types of shocks:\n", - "* A technology shock\n", - "* A monetary policy shock \n", - "The benchmark model is (iii) no life-cycle economy. \n", - "Tradeoff between substitution and income effects. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 1. Technology shock " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* In the baseline model, a positive shock to the technology, increases the level of output, consumption and investment. As the marginal cost decreases due to the shock, the inflation rate and nominal interest rates decrease, as well as the labor supply because of sticky prices. \n", - "* In life cycle economies responses are similar to the economy with homogeneous agents, but effects are different on workers and retirees. The difference between workers and retirees is smaller under the older life-cycle economy. Older economy is similar to the no life-cycle economy. \n", - "* With shorter life expectancy of retirees, retirees do not change consumption as much as a result of a technology shock. However, aggregate output and the inflation rate effects become bigger. Due to the benefits from better technology, workers do not have save as much for the retirement. \n", - "* When the productivity of retirees goes up, the difference between workers and retirees is smaller. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "#### 2. Monetary policy shock" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* In the baseline model, a tighter monetary policy shock decreases investment, consumption and output. The real wages and marginal cost also go down. Thus, a positive shock to nominal interest rates results into deflation.\n", - "* An increase in the nominal interest rates dominates retiree's substitution effects. We see a difference between the responces of retirees and workers. Thus, the central bank faces a policy tradeoff. If the bargaining power in politics is higher for retirees, the nominal interest rates might be biased upwards. In older life cycle economy, the difference between the two groups is smaller.\n", - "* With larger life expectancy of retirees, a tightening monetary policy shock still has negative impact on aggregate demand. \n", - "* When the relative labor productivity of retirees goes down, their labor supply is very small." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Conclusion" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* Because retirees rely more on their interest income rather than wage from the labor supply, shocks in the economy have different impacts on heterogeneous agents. \n", - "* The different demographic structures alter the size of the responsiveness to technology and monetary policy shocks that comes from the tradeoff between substitution and income affects.\n", - "* Hence, the findings imply that societal aging and life-cycle have significant implications for monetary policy. Thus, the central bank should take into account there considerations." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.3" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} From 4d21ee971cb3957b2048438f16e045a1148c0b1f Mon Sep 17 00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 13 Oct 2020 01:00:56 -0400 Subject: [PATCH 06/29] Add files via upload --- ...uaNino_FujiwaraTeranishi2007_summary.ipynb | 502 ++++++++++++++++++ 1 file changed, 502 insertions(+) create mode 100644 models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb diff --git a/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb new file mode 100644 index 00000000..70dd93ed --- /dev/null +++ b/models/We-Would-Like-In-Econ-ARK/Fujiwara_Teranishi/KoduaNino_FujiwaraTeranishi2007_summary.ipynb @@ -0,0 +1,502 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Fujiwara and Teranishi (2007)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# [\"A dynamic new Keynesian life-cycle model: Societal aging, demographics,and monetary policy\"](https://reader.elsevier.com/reader/sd/pii/S0165188907001972?token=E3A61757391AB157E73B39D7422FEC6D36BF96EAE15426E79592E442AD8C6F40C64C934E17B9A5A8A7C7EDE111CBA1DC)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Notebook created by Nino Kodua\n", + "* October 5, 2020" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Summary" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The motivation of the paper is to explore societal aging that we see in some of the industrial economies. Societal aging implies that the central bank should have a greater interest in how monetary policy might be affecting heterogeneous agents (workers & retirees), as well as how the different demographic structures change the responces to different shocks in the economy. \n", + "\n", + "* A dynamic New Keynesian model \n", + "* Incorporates life-cycle behavior from a la Gertler (1999)\n", + "* A dynamic stochastic general equilibrium model (DSGE)\n", + "* nominal rigidities and investment adjustment costs\n", + "* Assumption: Perfect foresight with one-time unanticipated shocks\n", + "\n", + "Main research questions:\n", + "* Do structural shocks impact heterogeneous agents asymmetrically? \n", + "* Do life-cycle and different demographic structures alter dynamic responces? \n", + "\n", + "\n", + "Not many research explore a monetary business cycle model with heterogeneous agent within a life-cycle model. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The model is based on a la Gertler (1999). Here, authors also introduce a sticky price mechanism with endogenous capital. This type of model in literature is referred as the \"canonical model\".\n", + "\n", + "There are 6 agents in the model: firms, capital producers, financial intermediaries, households, government and the central bank. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Firms" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Monopolistically competitive firms\n", + "* Firms face a cost minimization problem (CMP) via price setting subject to a Rotemberg (1982) adjustment cost\n", + "* Cobb-Douglas production technology" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Marginal Cost" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each firm j minimizes total costs: \n", + "\n", + "\\begin{array}{l}\n", + "&\\frac{W_{t}}{P_{t}} L_{j, t}+r_{t}^{K} K_{j}, t \\\\\n", + "\\text { s.t. } &Y_{j, t}=\\left[Z_{t} \\exp \\left(z_{t}\\right) L_{j, t}\\right]^{(1-\\alpha)} K_{j, t} \\alpha\n", + "\\end{array}\n", + "\n", + "where $r^K$ is the real cost of capital, $\\alpha$ is a capital share, Z is a deterministic technology shock, and z is a temporary technology shock\n", + " \n", + " \n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Price Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each firm j sets prices to maximize discounted sum of real dividends, D:\n", + "\\begin{array}{l}\n", + "&\\boldsymbol{D}_{j, t}&=(1+\\tau) \\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{t}} \\boldsymbol{Y}_{j, t}-\\boldsymbol{\\phi}_{t} \\boldsymbol{Y}_{j, t}-\\frac{\\Phi}{2}\\left(\\frac{\\boldsymbol{P}_{j, t}}{\\boldsymbol{P}_{j, t-1}}-1\\right)^{2} \\boldsymbol{Y}_{t} \\\\\n", + "\\text { s.t. } &\\boldsymbol{Y}_{j, t}&=\\left(\\frac{P_{j, t}}{P_{t}}\\right)^{-\\kappa} \\boldsymbol{Y}_{t}\n", + "\\end{array}\n", + "\n", + "where $\\phi$ is a real marginal cost, $\\Phi$ is a cost parameter and $\\tau$ ($\\tau$ = $\\frac{1}{\\kappa -1}$) denotes a production subsidy to eliminate distortion from monopolistic competition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Capital Producers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Maximize profits under a perfectly competitive market:\n", + "\\begin{array}{l}\n", + "&\\Pi_{t}^{\\mathrm{K}}&=\\frac{A_{t+1}}{P_{t}}+r_{t}^{\\mathrm{K}}-I_{t}-R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}} \\\\\n", + "\\text { s.t. } &K_{t+1}&=(1-\\delta) K_{t}+\\left[1-\\mathrm{S}\\left(\\frac{I_{t}}{I_{t-1}}\\right)\\right] I_{t}\n", + "\\end{array}\n", + "\n", + "where S(.) is the adjustment cost function. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The capital formation dynamics: " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "Q_{t}\\left[1-S\\left(\\frac{I_{t}}{I_{t-1}}\\right)-S^{\\prime}\\left(\\frac{I_{t}}{I_{t-1}}\\right) \\frac{I_{t}}{I_{t-1}}\\right]+\\frac{\\pi_{t+1}}{R_{t+1}^{K}} Q_{t+1} S^{\\prime}\\left(\\frac{I_{t+1}}{I_{t}}\\right)\\left(\\frac{I_{t+1}}{I_{t}}\\right)^{2}=1\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Financial Intermediaries" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* lend funds to the capital producers\n", + "* hold equity of equity of the final goods producers & the capital producers\n", + "\n", + "Financial intermediaries maximize their profits:\n", + "\\begin{array}{l}\n", + "\\Pi_{t}^{\\mathrm{FI}}=R_{t}^{\\mathrm{K}} \\frac{A_{t}}{P_{t}}+\\left(\\bar{P}_{t}^{\\mathrm{F}}+D_{t}\\right) x_{t}^{\\mathrm{F}}+\\left(\\bar{P}_{t}^{\\mathrm{K}}+\\Pi_{t}^{\\mathrm{K}}\\right) x_{t}^{\\mathrm{K}}-\\bar{P}_{t}^{\\mathrm{F}} x_{t+1}^{\\mathrm{F}}-\\bar{P}_{t}^{\\mathrm{K}} x_{t+1}^{\\mathrm{K}}-\\frac{A_{t+1}}{P_{t}}+\\frac{\\left(F A_{t+1}^{w}+F A_{t+1}^{\\prime}\\right)}{P_{t}}-R_{t} \\frac{\\left(F A_{t}^{w}+F A_{t}^{r}\\right)}{P_{t}}\n", + "\\end{array}\n", + "\n", + "where $x$ is the share of the equity, $\\bar{P}$ is the price of assets, superscript F denotes final goods firms and K denotes capital producers.\n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Households " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "2 types of households: retirees and workers" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Retirees (superscript r, born at j and retired at k)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Retirees maximize their recursive utility from consumption and leisure:\n", + "\\begin{array}{l}\n", + "&V_{t}^{r j k}&=\\left\\{\\left[\\left(C_{t}^{r j k}\\right)^{v}\\left(1-L_{t}^{r j k}\\right)^{(1-v)}\\right]^{\\rho}+\\beta \\gamma\\left(V_{t+1}^{r j k}\\right)^{\\rho}\\right\\}^{\\frac{1}{\\rho}} \\\\\n", + "\\text { s.t. } &\\frac{F A_{t+1}^{r j k}}{P_{t}}&=\\left(\\frac{R_{t}}{\\gamma}\\right)\\left(\\frac{F A_{t}^{r j k}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} \\xi L_{t}^{r j k}-C_{t}^{r j k}-T_{t}\n", + "\\end{array}\n", + "\n", + "where FA denotes financial assets and $\\xi$ is the relative marginal product of labor of retirees compared to workers.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The dynamic equation:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "\\varepsilon_{t} \\theta_{t}=1-\\frac{\\varepsilon_{t} \\theta_{t}}{\\varepsilon_{t+1} \\theta_{t+1}} \\gamma R_{t+1}^{\\rho /(1-\\rho)} \\beta^{1 /(1-\\rho)}\\left(\\frac{1}{\\pi_{t+1}}\\right)^{v \\rho /(1-\\rho)}\\left(\\frac{W_{t}}{W_{t+1}}\\right)^{(1-v) \\rho /(1-\\rho)}\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Workers (superscript w, born at j)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Workers maximize their recursive utility:\n", + "\\begin{array}{l}\n", + "V_{t}^{w j}=\\left\\{\\left[\\left(C_{t}^{w j}\\right)^{v}\\left(1-L_{t}^{w j}\\right)^{(1-v)}\\right]^{\\rho}+\\beta\\left[\\omega\\left(V_{t+1}^{w j}\\right)+(1-\\omega)\\left(V_{t+1}^{r j}\\right]^{\\rho}\\right\\}^{\\frac{1}{\\rho}}\\right. \\\\\n", + "\\text { s.t. } F \\frac{A_{t+1}^{w j}}{P_{t}}=\\left(R_{t}\\right)\\left(F \\frac{A_{t}^{w j}}{P_{t}}\\right)+\\frac{W_{t}}{P_{t}} L_{t}^{w j}-C_{t}^{w j}-T_{t}\n", + "\\end{array}\n", + "where $\\omega$ is the probability that current worker will remain as a worker in the next period.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### The dynamic equation:" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\\begin{array}{l}\n", + "\\left\\{1-\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}-\\theta_{t}\\right\\} R_{t} \\frac{A_{t}^{\\mathrm{wj}}}{P_{t}}=\n", + "\\left\\{-1+\\theta_{t}+\\beta^{1 /(1-\\rho)}\\left(\\frac{P_{t} R_{t+1}}{P_{t+1}} \\Omega_{t+1}\\right)^{\\rho /(1-\\rho)}\\left(\\frac{P_{t}}{P_{t+1}} \\frac{W_{t+1}}{W_{t}}\\right)^{(v-1) \\rho /(1-\\rho)} \\frac{\\theta_{t}}{\\theta_{t+1}}\\right\\} H_{t}^{\\mathrm{wj}} \\times\\left(H_{t}^{\\mathrm{w} j}+F_{t}^{\\mathrm{wj}}\\right)-\\left(\\frac{W_{t}}{P_{t}} L_{t}^{\\mathrm{w} j}+D_{t}^{\\mathrm{w} j}\\right)-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{\\omega}{\\Omega_{t+1}} H_{t+1}^{\\mathrm{w} j}\n", + "-\\frac{P_{t+1}}{P_{t} R_{t+1}} \\frac{1}{\\Omega_{t+1}}(1-\\omega)\\left(\\varepsilon_{t+1}\\right)^{-1 / \\rho}\\left(\\frac{1}{\\xi}\\right)^{1-v} \\varepsilon_{t+1} H_{t+1}^{\\mathrm{rj}}\n", + "\\end{array}" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Government" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Government collects a lump-sum tax & subsidized firms to reduce distortion from monopolistic competition.\n", + "\n", + "Government's budget constraint:\n", + "\\begin{array}{l}\n", + "\\tau Y_{t}=\\left(N_{t}+N_{t}^{r}\\right) T_{t}\n", + "\\end{array}\n", + "where $N$ denotes workers and $N^r$ denotes retirees.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Central Bank" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Monetary policy - standard Taylor rule\n", + "\\begin{array}{l}\n", + "\\boldsymbol{R}_{t+1}=\\boldsymbol{R}_{s s}+1.5 \\pi_{t}+\\frac{0.5}{4}\\left(\\frac{Y_{t}}{Y_{t}^{F}}-1\\right)+e_{t}\n", + "\\end{array}\n", + "where $R_{ss}$ is the short-term nominal interest rate in stationary population and $Y^F$ is the output in the flexible price equilibrium\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Market equilibria" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* aggregate equilibrium conditions\n", + "* Market clearing conditions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calibration" + ] + }, + { + "attachments": { + "Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Model is solved with quarterly frequency\n", + "* Parameter values shown in the table are in quarterly terms\n", + "\n", + "![Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png](attachment:Screen%20Shot%202020-10-06%20at%202.23.42%20AM.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Properties under Stationary Population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are 3 versions of a stationary population: \n", + "* (i) a younger economy (low $\\gamma$) - the baseline \n", + "* (ii) an older economy (high $\\gamma$)\n", + "* (iii) no life-cycle economy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Values under stationary population" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Comparing different life-cycle economies gives us counterintuitive results\n", + "\n", + "* Capital-output ratio is slightly lower and real interest rates are slightly higher in older economy compared to the younger economy\n", + "* Does not hold generally\n", + "* Under some parametric values, real interest rates do actually become lower in a greyer society (consistent to conventional wisdom)\n", + "\n", + "The central bank should consider demographic structures because natural rate of interest is different across different demographic settings. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Alternative demographic structure (parameters $\\gamma$ and $\\xi$)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* (increase in $\\gamma$) The labor supply of retirees increases, as life expectancy grows. When the average length of retirement is less than 10 years, real interest rate decreases. However, when the average length of retirement is longer than 10 years, the real interest rates rise.\n", + "* (increase in $\\xi$) As the labor productivity increases, we see higher real interest rates. The retiree's labor supply is now much lower than the worker's labor supply (despite having no difference in relative labor productivity). " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dynamic Properties" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this part, we look at the results about whether different demographic structures affect the degree of amplification of impulse responce functions and whether structural shock have asymmetric effects on workers and retirees. Authors consider two types of shocks:\n", + "* A technology shock\n", + "* A monetary policy shock \n", + "The benchmark model is (iii) no life-cycle economy. \n", + "Tradeoff between substitution and income effects. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 1. Technology shock " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a positive shock to the technology, increases the level of output, consumption and investment. As the marginal cost decreases due to the shock, the inflation rate and nominal interest rates decrease, as well as the labor supply because of sticky prices. \n", + "* In life cycle economies responses are similar to the economy with homogeneous agents, but effects are different on workers and retirees. The difference between workers and retirees is smaller under the older life-cycle economy. Older economy is similar to the no life-cycle economy. \n", + "* With shorter life expectancy of retirees, retirees do not change consumption as much as a result of a technology shock. However, aggregate output and the inflation rate effects become bigger. Due to the benefits from better technology, workers do not have save as much for the retirement. \n", + "* When the productivity of retirees goes up, the difference between workers and retirees is smaller. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### 2. Monetary policy shock" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* In the baseline model, a tighter monetary policy shock decreases investment, consumption and output. The real wages and marginal cost also go down. Thus, a positive shock to nominal interest rates results into deflation.\n", + "* An increase in the nominal interest rates dominates retiree's substitution effects. We see a difference between the responces of retirees and workers. Thus, the central bank faces a policy tradeoff. If the bargaining power in politics is higher for retirees, the nominal interest rates might be biased upwards. In older life cycle economy, the difference between the two groups is smaller.\n", + "* With larger life expectancy of retirees, a tightening monetary policy shock still has negative impact on aggregate demand. \n", + "* When the relative labor productivity of retirees goes down, their labor supply is very small." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conclusion" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* Because retirees rely more on their interest income rather than wage from the labor supply, shocks in the economy have different impacts on heterogeneous agents. \n", + "* The different demographic structures alter the size of the responsiveness to technology and monetary policy shocks that comes from the tradeoff between substitution and income affects.\n", + "* Hence, the findings imply that societal aging and life-cycle have significant implications for monetary policy. Thus, the central bank should take into account there considerations." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 3a6a370b06f8fd09408acc9cb3d3f7284ef1984f Mon Sep 17 00:00:00 2001 From: nkodua <71339807+nkodua@users.noreply.github.com> Date: Tue, 20 Oct 2020 11:25:31 -0400 Subject: [PATCH 07/29] Add files via upload --- .../GKNMonetaryPolicyHA/Figure1.png | Bin 0 -> 75930 bytes .../GKNMonetaryPolicyHA/Figure10.png | Bin 0 -> 84858 bytes .../GKNMonetaryPolicyHA/Figure11.png | Bin 0 -> 93167 bytes .../GKNMonetaryPolicyHA/Figure12.png | Bin 0 -> 92815 bytes .../GKNMonetaryPolicyHA/Figure13.png | Bin 0 -> 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