Sharing respository for personal projects and work-related code samples
Author: Jordan Durham
Below is a brief description of each file included in this repository:
The Analytics Development Process.docx
This document details how I go through an analytics project. It includs sections for business situtation evaluation, requirements gathering, data preparation, exploratory data analysis, model selection and implementation, and a summary of final outcomes.
-- WORK SAMPLES --
Work Sample 1 Jordan Durham.R
This code builds a linear regression model that forecasts temperatures over time as a function of CO2. It also calculates confidence and prediciton intervals that either do or do not consider parameter uncertainty.
Work Sample 2 Jordan Durham.R
This code creates a simulation model for patient movement through a hospital. It involves queue theory and tracking statistics along the steps of the simulation. This code was taken from a larger simulation program, it will not execute on its own.
Work Sample 3 Jordan Durham.R
This code predicts a binary indicator for product purchase using a random forest model. It includes a means of oversampling the data and obtaining Monte Carlo validation sets. It is de-identified from a client project and therefore will not execute.
-- FOOTBALL STATISTICS PROJECT --