Description

Book Synopsis
This book presents up-to-date theory and methods of statistical hypothesis testing based on measure theory. The so-called statistical space is a measurable space adding a family of probability measures. Most topics in the book will be developed based on this term. The book includes some typical data sets, such as the relation between race and the death penalty verdict, the behavior of food intake of two kinds of Zucker rats, and the per capita income and expenditure in China during the 1978-2002 period. Emphasis is given to the process of finding appropriate statistical techniques and methods of evaluating these techniques.

Table of Contents
Statistical Spaces; Methods of Statistical Tests; The Comparison of Test Statistics; Parametric Tests for Simple Models; Parametric Tests for Regression Models.

Statistical Hypothesis Testing: Theory And

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    A Hardback by Ning-zhong Shi, Jian Tao

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      Book details

      Publisher World Scientific Publishing Co Pte Ltd
      Published 2 October 2008
      ISBN-13 9789812814364
      978-9812814364
      ISBN-10 9812814361

      Description

      Book Synopsis
      This book presents up-to-date theory and methods of statistical hypothesis testing based on measure theory. The so-called statistical space is a measurable space adding a family of probability measures. Most topics in the book will be developed based on this term. The book includes some typical data sets, such as the relation between race and the death penalty verdict, the behavior of food intake of two kinds of Zucker rats, and the per capita income and expenditure in China during the 1978-2002 period. Emphasis is given to the process of finding appropriate statistical techniques and methods of evaluating these techniques.

      Table of Contents
      Statistical Spaces; Methods of Statistical Tests; The Comparison of Test Statistics; Parametric Tests for Simple Models; Parametric Tests for Regression Models.

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