R-PC-Lab
Contents:
Probability and Statistics fundamentals
- Random Variables and Notation
- PDF /CDF
- Joint PDF
Features of Probability Distributions
- Mean
- Variance / Standard Deviation
- Covariance / Correlation
- Standardisation
Excercises
Inference 1: Estimators and Bias
- Estimators
- Unbiasedness
- Hypothesis Intervals
Inference 2 : Hypothesis Tests
- Hypothesis Tests
- P-Values
Excercises: Hypothesis Tests
OLS