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Chi-squared Goodness-of-fit Tests for Censored Data

2017-08-07 Mathematics
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Release : 2017-08-07
Genre : Mathematics
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Book Synopsis Chi-squared Goodness-of-fit Tests for Censored Data by : Mikhail S. Nikulin

Download or read book Chi-squared Goodness-of-fit Tests for Censored Data written by Mikhail S. Nikulin. This book was released on 2017-08-07. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the problems of construction and application of chi-squared goodness-of-fit tests for complete and censored data. Classical chi-squared tests assume that unknown distribution parameters are estimated using grouped data, but in practice this assumption is often forgotten. In this book, we consider modified chi-squared tests, which do not suffer from such a drawback. The authors provide examples of chi-squared tests for various distributions widely used in practice, and also consider chi-squared tests for the parametric proportional hazards model and accelerated failure time model, which are widely used in reliability and survival analysis. Particular attention is paid to the choice of grouping intervals and simulations. This book covers recent innovations in the field as well as important results previously only published in Russian. Chi-squared tests are compared with other goodness-of-fit tests (such as the Cramer-von Mises-Smirnov, Anderson-Darling and Zhang tests) in terms of power when testing close competing hypotheses.

A Chi-square Goodness-of-fit Test for Censored Data

1988 Chi-square test
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Release : 1988
Genre : Chi-square test
Kind : eBook
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Book Synopsis A Chi-square Goodness-of-fit Test for Censored Data by : Mohamed Gamal Hassan Habib

Download or read book A Chi-square Goodness-of-fit Test for Censored Data written by Mohamed Gamal Hassan Habib. This book was released on 1988. Available in PDF, EPUB and Kindle. Book excerpt:

On Chi-squared Goodnss of Fit Tests for Sampling from More Than One Population with Possibly Censored Data

1969
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Release : 1969
Genre :
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Book Synopsis On Chi-squared Goodnss of Fit Tests for Sampling from More Than One Population with Possibly Censored Data by : Stanford University. Department of Statistics

Download or read book On Chi-squared Goodnss of Fit Tests for Sampling from More Than One Population with Possibly Censored Data written by Stanford University. Department of Statistics. This book was released on 1969. Available in PDF, EPUB and Kindle. Book excerpt:

Chi-Squared Goodness of Fit Tests with Applications

2013-01-25 Mathematics
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Release : 2013-01-25
Genre : Mathematics
Kind : eBook
Book Rating : 835/5 ( reviews)

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Book Synopsis Chi-Squared Goodness of Fit Tests with Applications by : Narayanaswamy Balakrishnan

Download or read book Chi-Squared Goodness of Fit Tests with Applications written by Narayanaswamy Balakrishnan. This book was released on 2013-01-25. Available in PDF, EPUB and Kindle. Book excerpt: Chi-Squared Goodness of Fit Tests with Applications provides a thorough and complete context for the theoretical basis and implementation of Pearson's monumental contribution and its wide applicability for chi-squared goodness of fit tests. The book is ideal for researchers and scientists conducting statistical analysis in processing of experimental data as well as to students and practitioners with a good mathematical background who use statistical methods. The historical context, especially Chapter 7, provides great insight into importance of this subject with an authoritative author team. This reference includes the most recent application developments in using these methods and models. - Systematic presentation with interesting historical context and coverage of the fundamentals of the subject - Presents modern model validity methods, graphical techniques, and computer-intensive methods - Recent research and a variety of open problems - Interesting real-life examples for practitioners

Chi-squared Goodness-of-fit Tests for Censored Data

2017-07-06 Mathematics
Download Chi-squared Goodness-of-fit Tests for Censored Data PDF Online Free

Author :
Release : 2017-07-06
Genre : Mathematics
Kind : eBook
Book Rating : 614/5 ( reviews)

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Book Synopsis Chi-squared Goodness-of-fit Tests for Censored Data by : Mikhail S. Nikulin

Download or read book Chi-squared Goodness-of-fit Tests for Censored Data written by Mikhail S. Nikulin. This book was released on 2017-07-06. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the problems of construction and application of chi-squared goodness-of-fit tests for complete and censored data. Classical chi-squared tests assume that unknown distribution parameters are estimated using grouped data, but in practice this assumption is often forgotten. In this book, we consider modified chi-squared tests, which do not suffer from such a drawback. The authors provide examples of chi-squared tests for various distributions widely used in practice, and also consider chi-squared tests for the parametric proportional hazards model and accelerated failure time model, which are widely used in reliability and survival analysis. Particular attention is paid to the choice of grouping intervals and simulations. This book covers recent innovations in the field as well as important results previously only published in Russian. Chi-squared tests are compared with other goodness-of-fit tests (such as the Cramer-von Mises-Smirnov, Anderson-Darling and Zhang tests) in terms of power when testing close competing hypotheses.

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