Statistics

• Stat Trek Website A dedicated website to teach yourselves Statistics

• Learn Statistics Using Python Learn Statistics using an application-centric programming approach

• Statistics for Hackers | Slides | @jakevdp Slides by Jake VanderPlas

• Online Statistics Book An Interactive Multimedia Course for Studying Statistics

• What is a Sampling Distribution? Sampling Distributions explained from scratch.

• Tutorials

  • AP Statistics Tutorial

  • Statistics and Probability Tutorial

  • Matrix Algebra Tutorial

• What is an Unbiased Estimator? Understand the core concepts of unbiased estimator.

• Goodness of Fit Explained Goodness of fit explained from scratch in github.

• What are QQ Plots? QQ plots explained using constructive diagrams.

• OpenIntro Statistics Free PDF textbook