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Introduction to Probability Theory and Statistical Inference

Introduction to Probability Theory and Statistical Inference - 3rd edition

ISBN13: 978-0471059097

Cover of Introduction to Probability Theory and Statistical Inference 3RD 82 (ISBN 978-0471059097)
ISBN13: 978-0471059097
ISBN10: 0471059099
Cover type:
Edition/Copyright: 3RD 82
Publisher: John Wiley & Sons, Inc.
Published: 1982
International: No

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Introduction to Probability Theory and Statistical Inference - 3RD 82 edition

ISBN13: 978-0471059097

Harold J. Larson

ISBN13: 978-0471059097
ISBN10: 0471059099
Cover type:
Edition/Copyright: 3RD 82
Publisher: John Wiley & Sons, Inc.

Published: 1982
International: No
Summary

Discusses probability theory and to many methods used in problems of statistical inference. The Third Edition features material on descriptive statistics. Cramer-Rao bounds for variance of estimators, two-sample inference procedures, bivariate normal probability law, F-Distribution, and the analysis of variance and non-parametric procedures. Contains numerous practical examples and exercises.

Table of Contents

Set Theory.

Probability.

Random Variables and Distribution Functions.

Some Standard Probability Laws.

Jointly Distributed Random Variables.

Descriptive and Inferential Statistics.

Estimation of Parameters.

Tests of Hypotheses.

Least Squares and Regression.

Nonparametric Methods.

Bayesian Methods.

Appendices.
Answers to Exercises.
Index.

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