/descriptives-scipy

HHA507 / Data Science / Assignment 4 / Part 1

Primary LanguageJupyter Notebook

descriptives-scipy

For HHA507 Assignment 4

This repo contains:

  1. Scripts (.py and .ipynb) for descriptive statistics of a brain size dataset retreived from: https://scipy-lectures.org/packages/statistics/index.html

This repo aims to practice descriptive statistics by:

  1. Loading in and reading data
  2. Creating dataframes using numpy arrays
  3. Plotting and manipulating data using scatter matrices
  4. Hypthesis testing: comparing 2 groups using simple t-tests
  5. Multiple Regressions
  6. Post-hoc hypothesis testing using ANOVA