2nd Edition

Statistical Theory A Concise Introduction

By Felix Abramovich, Ya'acov Ritov Copyright 2023
236 Pages 27 B/W Illustrations
by Chapman & Hall

236 Pages 27 B/W Illustrations
by Chapman & Hall

Designed for a one-semester advanced undergraduate or graduate statistical theory course, Statistical Theory: A Concise Introduction, Second Edition clearly explains the underlying ideas, mathematics, and principles of major statistical concepts, including parameter estimation, confidence intervals, hypothesis testing, asymptotic analysis, Bayesian inference, linear models, nonparametric... Read more

1. Introduction 
2. Point Estimation

|3. Confidence Intervals, Bounds, and Regions 
4. Hypothesis testing
 
5. Asymptotic Analysis 
6. Bayesian Inference  
7. Elements of Statistical Decision Theory
8. Linear Models  
9. Nonparametric Estimation

Biography

Felix Abramovich is a professor at the Department of Statistics and Operations Research at Tel Aviv University.

Ya’acov Ritov is a professor in the Department of Statistics at the University of Michigan, Ann Arbor. He is a professor emeritus of Statistics at the Hebrew University of Jerusalem.