Covers concentration inequalities and sampling methods for estimating unknown distributions, with a focus on population infection rates.
Explores research process, variable types, causality vs correlation, and sampling strategies.
Covers the estimation of distributions using various methods such as minimum loss and expectation.
Covers the concept of property testing using statistical methods.
Introduces inferential statistics, covering sampling, central tendency, dispersion, histograms, z-scores, and the normal distribution.
Explores air pollution analysis using wind data, probability distributions, and trajectory models for air quality assessment.
