深度碎片
[videos stored on Bilibili](https://space.bilibili.com/198464479/#/channel/detail?cid=50370)
## [What is statistics](https://github.com/EmbraceLife/shendusuipian/issues/3) ### key words > field of statistics, statistics, descriptive, inferential, uncertainty, experimental design ## [What is mathematical thinking](https://github.com/EmbraceLife/shendusuipian/issues/5) ### key words > number literacy, scientific notation,...
# Central Limit Theorem ## CLT for repeated games > - [course video](https://www.bilibili.com/video/av27939219/?p=79) start from 4:00 mins > - turn a single game distribution into a 1000 games (normal distribution)...
# More on multiplication with factorial ### keywords > factorial, multiplication ### Video links > [Bilibili videos](https://www.bilibili.com/video/av27939219/?p=10) > [my notes part 1-3](https://www.bilibili.com/video/av27939219/?p=10) p10-12 ### start problem >  > >...
# The Best Selling points Promotion at practicality > This book will cover several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research....
# most novel contribution of this course > intuitive introduction to counting with many examples > interesting counting problems and puzzles explained with counting and probability concepts > illuminating introduction...
# The normal distribution ### video links > [original course video](https://www.bilibili.com/video/av27939219/?p=76) ### key questions > the practical purpose of normal distribution from coin flipping view > - given payoff and...
# Gambler's Ruin ### key questions > what if we don't know how many trials to do, then we can't use bernoulli or binomial trials > > how to find...
# Bernoulli Trials ### key questions > from counting probability of a fair coin to Bernoulli trials of unfair coins ### Video links > [original courses](https://www.bilibili.com/video/av27939219/?p=62) p62-64 > > [my...
# Conditional Probability in Election ### key questions > how to understand the use of Bayes' rule in election example ### video links > [original course videos](https://www.bilibili.com/video/av27939219/?p=58) p58-61 > >...