Caffo B. Statistical inference for data science - A companion to the Coursera Statistical Inference Course

Without indicating the place of publication: Brian Caffo, 2015. - 112 p.The ideal reader for this book will be quantitatively literate and has a basic understanding of statistical concepts and R programming. The book gives a rigorous treatment of the elementary concepts in statistical inference from a classical frequentist perspective. After reading this book and performing the exercises, the student will understand the basics of hypothesis testing, confidence intervals and probability.