Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery

Presenting a coherent, technical introduction to modern statistical learning and analytics, starting from the core foundations of statistics and probability, this book includes an overview of probability and statistical distributions, basics of data manipulation and visualization, and the central components of standard statistical inferences.