Statistical Theory: 4th Edition (Hardback) book cover

Statistical Theory

4th Edition

By Bernard Lindgren

Chapman and Hall/CRC

648 pages

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Hardback: 9780412041815
pub: 1993-10-01
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pub: 2017-11-22
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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.

About the Series

Chapman & Hall/CRC Texts in Statistical Science

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Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General