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Introductory Tools for Quantitative Research

Resources

  1. R Style Guide
  2. R Resources (Free Courses, Books, Tutorials, & Cheatsheets)
  3. Data Cleaning

Workflow

Introduction to Quant Researh - note the following main ideas:

  1. Packages - installation/loading packages
  2. Data sources - selecting data vendors
  3. Cleaning - vectors, data frames, indexing
  4. Visualization - packages to visualize data
  5. Log returns - Why Log Returns
  6. Correlation - asset beta, correlation matrices, etc
  7. Portfolio Analysis - sharpe ratio as a measure of 'alpha'

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