Probability based models, parametric & non-parametric statistical tests
Use simple datasets, basically just to test and see how probability based models and statistical tests can be applied on real life projects.
- RStudio
- Short notes on outliers, variable selection, change detection, box-cox, de-trending, PCA, regression, advanced regression, exponential smoothing, garch
- Bernoulli, Binomial Distribution, Markov Chain
- Mann-Whitney, McNemar, Wilcoxon Signed Rank Test
Project is: in progress
Graduate School - Georgia Tech, Indiana University Bloomington
Created by @HumanBeing