Advanced Quantitative Research

Resources

The following resources are intended to be generally helpful throughout this course.

Math Review

This page summarizes the mathematicak knowledge you need for this course. You can check out the following videos:

Standard form for linear equations - Algebra I YouTube
Logs (logarithms) YouTube
Transforming nonlinear data YouTube
Slope-intercept form YouTube
Introduction to square roots YouTube
Sigma notation for sums YouTube

Distribution Tables

You may need the following distribution tables depending on the types of statistical tests you are conducting.

Standard Normal Distribution Table PDF
T Distribution Table PDF
Chi-Square Distribution Table PDF
F Distribution Table PDF

Python Resources

How to Read CSV files in Google Colab from Drive YouTube
Pandas YouTube
Seaborn YouTube
Numpy YouTube
Data types in Python YouTube

Publicly Available Datasets for the Final Project