Basic Concepts of Probability and Statistics

J. L. Hodges E. L. Lehmann

ISBN 10: 089871575X / ISBN 13: 9780898715750

Published by Society for Industrial & Applied Mathematics, 2004

pp. xiii + 441 Illus. Seller Inventory # 7869694

Synopsis:

Basic Concepts of Probability and Statistics provides a mathematically rigorous introduction to the fundamental ideas of modern statistics for readers without a calculus background. It is the only book at this level to introduce readers to modern concepts of hypothesis testing and estimation, covering basic concepts of finite, discrete models of probability and elementary statistical methods. Although published in 1970, it maintains a modern outlook, especially with such topics as models and model building, simple random and stratified survey sampling, experimental design, and nonparametric tests and its discussion of power. The book covers a wide range of applications in manufacturing, biology, and social science, including demographics, political science, and sociology. Each section offers extensive problem sets, with selected answers provided. Among the topics covered that readers may not expect in an elementary text are optimal design and a statement and proof of the fundamental (Neyman-Pearson) lemma for hypothesis testing.

Book Description: This is a thorough introduction to fundamental ideas in modern statistics for readers without a calculus background. The only book at this level to discuss modern concepts of hypothesis testing and estimation, it maintains an up-to-date outlook despite being published in 1970. Extensive problem sets and selected answers are provided.

Bibliographic Details

Title: Basic Concepts of Probability and Statistics
Publisher: Society for Industrial & Applied Mathematics
Publication Date: 2004
Binding: Soft cover
Condition: New
Edition: 2nd Edition