Statistical Inference

Statistical Inference

Book Title: Statistical Inference

Author: James Douglas Hamilton

Format: Hardback | 688 pages

Publication Date: 18 Jun 2001

ISBN-13: 9780534243128

This book builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. Intended for first-year graduate students, this book can be used for students majoring in statistics who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.