Statistical Theory  book cover
4th Edition

Statistical Theory

ISBN 9780412041815
Published October 1, 1993 by Chapman and Hall/CRC
648 Pages

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Book Description

This classic textbook is suitable for a first course in the theory of statistics for students with a background in calculus, multivariate calculus, and the elements of matrix algebra.

Table of Contents

Preface. Preliminaries. Probability. Random Variables. Expectations. Limit Theorems. Some Parametric Families. Sampling and the Reduction of Data. Estimation. Testing of Hypotheses. Analysis of Categorical Data. Sequential Analysis. Multivariate Distributions. Nonparametric Tests. Linear Models and Analysis of Variance. Decision Theory. Tables. References and Further Reading. Answers to Problems. Index.

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