Statistics: Theory and Methods is a comprehensive exploration of key statistical concepts, authored by Donald A. Berry and Bernard William Lindgren. The book systematically guides readers from the basics of probability through a detailed examination of both discrete and continuous random variables, offering a strong foundation in averages, Bernoulli and related variables, and families of continuous distributions. Structured into clearly defined topics, the text delves into the organization and description of data, the essentials of samples, statistics, and sampling distributions, and the principles of estimation. Subsequent chapters focus on significance testing, tests as decision rules, and methods for comparing two populations, ensuring a thorough understanding of goodness of fit, analysis of variance, and regression. Spanning 728 pages and published in 1996 by Duxbury Resource Center, this paperback edition presents a rigorous treatment of theory and methods that is both methodical and engaging for students and practitioners alike.
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