/statistics-notebooks

Jupyter notebooks for statistics students in a hurry.

Primary LanguageJupyter Notebook

Overview

Statistics Notebooks is a project initiated for fun and to help me better grasp the materialin statistics and mathematics classes. It contains multiple Jupyter Notebooks split by topics. All code is written in Python 3.6.

Table of content

  1. Distributions
    1. Discrete distributions:
      • Bernulli
      • Binomial
      • Hypergeometric
      • Geometric
      • Poisson
    2. Continious distributions:
      • Uniform
      • Normal
      • Standard Normal
      • Multivariate Normal
      • Student's T
      • Chi-squared
      • Fisher's (F)
  2. Central Limit Theorem