Wolfe D Primer for Data Analytics Study in Statistics 2020 torrent

Textbook in PDF format

This book is specially designed to refresh and elevate the level of understanding of the foundational background in probability and distributional theory required to be successful in a graduate-level statistics program. Advanced undergraduate students and introductory graduate students from a variety of quantitative backgrounds will benefit from the transitional bridge that this volume offers, from a more generalized study of undergraduate mathematics and statistics to the career-focused, applied education at the graduate level. In particular, it focuses on growing fields that will be of potential interest to future M.S. and Ph.D. students, as well as advanced undergraduates heading directly into the workplace: data analytics, statistics and biostatistics, and related areas.
Table of contents
Introduction
Basic Probability
Random Variables and Probability Distributions
General Properties of Random Variables
Joint Probability Distributions for Two Random Variables
Probability Distribution of a Function of a Single Random Variable
Sampling Distributions
Asymptotic (Large-Sample) Properties of Statistics