If you want an in-depth descriptions into applies statistics, you could read “An Introduction to Statistical Learning with Applications in R,” which is available as a free PDF download.

James et al. (2014) An Introduction to Statistical Learning with Applications in R - Overview of statistical learning including important modeling and prediction techniques, along with relevant ...

Introduces students to the tools methods and theory behind extracting insights from data. Covers algorithms of cleaning and munging data, probability theory and common distributions, statistical ...

Human behavior in many situations involving uncertainty and risk depends on the acquisition of information concerning event probabilities. A family of statistical models, growing out of general ...