- https://lambdaclass.com/data_etudes/central_limit_theorem_misuse/
- The Little Handbook of Statistical Practice
- Monty Hall Problem
- Gaussian Processes, not quite for dummies
- Data Science. The Central Limit Theorem and sampling
- German Tank Problem
- Probability Theory Lectures by Aubrey Clayton
- Statistical Modeling: The Two Cultures
- Some intuition behind random walks
- https://99percentinvisible.org/episode/on-average/
- You can design for the average and not fit anyone.
- The ‘Hot Hand’ Debate Gets Flipped on Its Head
- Common statistical tests are linear models (or: how to teach stats)
- Probability Theory (For Scientists and Engineers)
- https://theclevermachine.wordpress.com/2012/11/19/a-gentle-introduction-to-markov-chain-monte-carlo-mcmc/
- https://theclevermachine.wordpress.com/2012/09/22/monte-carlo-approximations/
- https://theclevermachine.wordpress.com/2012/09/24/a-brief-introduction-to-markov-chains/
- https://theclevermachine.wordpress.com/2012/10/05/mcmc-the-metropolis-sampler/
- https://theclevermachine.wordpress.com/2012/10/20/mcmc-the-metropolis-hastings-sampler/
- Conditional probability - A Visual explanation by Victor Powell
- Seeing Theory
- Harvard Stats 110 | YouTube | Max Wang Class Notes | William Chen Cheatsheet
- MIT 6.041/6.431 - Prof. John Tsitsiklis Fall 2010 with videos
- MIT 18.650 Statistics for Applications - Fall 2016
- MIT 18.440
- Notre Dame
- Stanford CS109
- UC Irvine Stats 131a
- UC Irvine Stats 131b
- University of Texas: Statistical and Discrete Methods for Scientific Computing
- All of Statistics by Larry Wasserman
- https://probabilitycourse.com/
- Introduction to Probability and Statistics Using R
- Probability and Stochastic Processes with Applications - Oliver Knill
- https://blog.statsbot.co
- https://jontysinai.github.io/jekyll/update/2017/11/23/probability-for-everyone.html
- https://jontysinai.github.io/jekyll/update/2018/12/23/probability-part-two-conditional-probability.html
- http://www.greenteapress.com/thinkbayes/html/thinkbayes001.html
- https://gfrison.com/2019/statistical-puzzle-bayesian-conditioning
- https://news.ycombinator.com/item?id=19633212
- Introduction to Markov Chains
- The Markov Property, Chain, Reward Process and Decision Process
- How a Kalman filter works, in pictures ` - https://news.ycombinator.com/item?id=17116149
- http://www.anuncommonlab.com/articles/how-kalman-filters-work/
- https://github.com/lukstei/trading-backtest/tree/master
- http://htmlpreview.github.io/?https://github.com/aguaviva/KalmanFilter/blob/master/KalmanFilter.html