Description

Book Synopsis
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, 1 Preliminaries, 2 Probability, 3 Random Variables, 4 Expectations, 5 Limit Theorems, 6 Some Parametric Families, 7 Sampling and Reduction of Data, 8 Estimation, 9 Testing Hypotheses, 10 Analysis of Categorical Data, 11 Sequential Analysis, 12 Multivariate Distributions, 13 Nonpararnetric Tests, 14 Linear Models and Analysis of Variance, 15 Decision Theory, Tables, References and Further Reading, Answers to Problems, Index

Statistical Theory

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    A Hardback by Bernard Lindgren

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      View other formats and editions of Statistical Theory by Bernard Lindgren

      Publisher: CRC Press
      Publication Date: 10/1/1993 12:00:00 AM
      ISBN13: 9780412041815, 978-0412041815
      ISBN10: 0412041812
      Also in:
      Mathematics Probability and statistics

      Description

      Book Synopsis
      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, 1 Preliminaries, 2 Probability, 3 Random Variables, 4 Expectations, 5 Limit Theorems, 6 Some Parametric Families, 7 Sampling and Reduction of Data, 8 Estimation, 9 Testing Hypotheses, 10 Analysis of Categorical Data, 11 Sequential Analysis, 12 Multivariate Distributions, 13 Nonpararnetric Tests, 14 Linear Models and Analysis of Variance, 15 Decision Theory, Tables, References and Further Reading, Answers to Problems, Index

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