Chi Squared Goodness of Fit Tests with Applications Book

Chi Squared Goodness of Fit Tests with Applications


  • Author : N. Balakrishnan
  • Publisher : Academic Press
  • Release Date : 2013-01-25
  • Genre: Mathematics
  • Pages : 256
  • ISBN 10 : 9780123977830

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Chi Squared Goodness of Fit Tests with Applications 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 Book

Chi squared Goodness of fit Tests for Censored Data


  • Author : Mikhail S. Nikulin
  • Publisher : John Wiley & Sons
  • Release Date : 2017-07-06
  • Genre: Mathematics
  • Pages : 158
  • ISBN 10 : 9781119427612

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Chi squared Goodness of fit Tests for Censored Data 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.

Goodness of Fit Tests and Model Validity Book
Score: 5
From 1 Ratings

Goodness of Fit Tests and Model Validity


  • Author : C. Huber-Carol
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Genre: Mathematics
  • Pages : 507
  • ISBN 10 : 9781461201038

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Goodness of Fit Tests and Model Validity Excerpt :

The 37 expository articles in this volume provide broad coverage of important topics relating to the theory, methods, and applications of goodness-of-fit tests and model validity. The book is divided into eight parts, each of which presents topics written by expert researchers in their areas. Key features include: * state-of-the-art exposition of modern model validity methods, graphical techniques, and computer-intensive methods * systematic presentation with sufficient history and coverage of the fundamentals of the subject * exposure to recent research and a variety of open problems * many interesting real life examples for practitioners * extensive bibliography, with special emphasis on recent literature * subject index This comprehensive reference work will serve the statistical and applied mathematics communities as well as practitioners in the field.

Econometric Advances in Spatial Modelling and Methodology Book

Econometric Advances in Spatial Modelling and Methodology


  • Author : Daniel A. Griffith
  • Publisher : Springer Science & Business Media
  • Release Date : 1998-03-31
  • Genre: Business & Economics
  • Pages : 222
  • ISBN 10 : 0792349156

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Econometric Advances in Spatial Modelling and Methodology Excerpt :

The purpose of models is not to fit the data but to sharpen the questions. S. Karlin, 11th R. A. Fisher Memorial Lecture, Royal Society, 20 April 1983 We are proud to offer this volume in honour of the remarkable career of the Father of Spatial Econometrics, Professor Jean Paelinck, presently of the Tinbergen Institute, Rotterdam. Not one to model solely for the sake of modelling, the above quotation nicely captures Professor Paelinck's unceasing quest for the best question for which an answer is needed. His FLEUR model has sharpened many spatial economics and spatial econometrics questions! Jean Paelinck, arguably, is the founder of modem spatial econometrics, penning the seminal introductory monograph on this topic, Spatial Econometrics, with Klaassen in 1979. In the General Address to the Dutch Statistical Association, on May 2, 1974, in Tilburg, "he coined the term [spatial econometrics] to designate a growing body of the regional science literature that dealt primarily with estimation and testing problems encountered in the implementation of multiregional econometric models" (Anselin, 1988, p. 7); he already had introduced this idea in his introductory report to the 1966 Annual Meeting of the Association de Science Regionale de Langue Fran~aise.

An Introduction to Statistical Analysis in Research  Optimized Edition Book

An Introduction to Statistical Analysis in Research Optimized Edition


  • Author : Kathleen F. Weaver
  • Publisher : John Wiley & Sons
  • Release Date : 2017-08-10
  • Genre: Mathematics
  • Pages : 616
  • ISBN 10 : 9781119301103

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An Introduction to Statistical Analysis in Research Optimized Edition Excerpt :

Provides well-organized coverage of statistical analysis and applications in biology, kinesiology, and physical anthropology with comprehensive insights into the techniques and interpretations of R, SPSS®, Excel®, and Numbers® output An Introduction to Statistical Analysis in Research: With Applications in the Biological and Life Sciences develops a conceptual foundation in statistical analysis while providing readers with opportunities to practice these skills via research-based data sets in biology, kinesiology, and physical anthropology. Readers are provided with a detailed introduction and orientation to statistical analysis as well as practical examples to ensure a thorough understanding of the concepts and methodology. In addition, the book addresses not just the statistical concepts researchers should be familiar with, but also demonstrates their relevance to real-world research questions and how to perform them using easily available software packages including R, SPSS®, Excel®, and Numbers®. Specific emphasis is on the practical application of statistics in the biological and life sciences, while enhancing reader skills in identifying the research questions and testable hypotheses, determining the appropriate experimental methodology and statistical analyses, processing data, and reporting the research outcomes. In addition, this book: • Aims to develop readers’ skills including how to report research outcomes, determine the appropriate experimental methodology and statistical analysis, and identify the needed research questions and testable hypotheses • Includes pedagogical elements throughout that enhance the overall learning experience including case studies and tutorials, all in an effort to gain full comprehension of designing an experiment, considering biases and uncontrolled variables, analyzing data, and applying the appropriate statistical application with valid justification • Fills the gap between theoretically driven, mathematicall

A Guide to Chi Squared Testing Book

A Guide to Chi Squared Testing


  • Author : Priscilla E. Greenwood
  • Publisher : John Wiley & Sons
  • Release Date : 1996-04-05
  • Genre: Mathematics
  • Pages : 318
  • ISBN 10 : 047155779X

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A Guide to Chi Squared Testing Excerpt :

The first step-by-step guide to conducting successful Chi-squaredtests Chi-squared testing is one of the most commonly applied statisticaltechniques. It provides reliable answers for researchers in a widerange of fields, including engineering, manufacturing, finance,agriculture, and medicine. A Guide to Chi-Squared Testing brings readers up to date on recentinnovations and important material previously published only in theformer Soviet Union. Its clear, concise treatment and practicaladvice make this an ideal reference for all researchers andconsultants. Authors Priscilla E. Greenwood and Mikhail S. Nikulin demonstratethe application of these general purpose tests in a wide variety ofspecific settings. They also * Detail the various decisions to be made when applying Chi-squaredtests to real data, and the proper application of these tests instandard hypothesis-testing situations * Describe how Chi-squared type tests allow statisticians toconstruct a test statistic whose distribution is asymptoticallyChi-squared, and to compute power against various alternatives * Devote half of the book to examples of Chi-squared tests that canbe easily adapted to situations not covered in the book * Provide a self-contained, accessible treatment of themathematical requisites * Include an extensive bibliography and suggestions for furtherreading

OpenIntro Statistics Book

OpenIntro Statistics


  • Author : David Diez
  • Publisher : Unknown
  • Release Date : 2015-07-02
  • Genre: Uncategoriezed
  • Pages : null
  • ISBN 10 : 1943450048

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OpenIntro Statistics Excerpt :

The OpenIntro project was founded in 2009 to improve the quality and availability of education by producing exceptional books and teaching tools that are free to use and easy to modify. We feature real data whenever possible, and files for the entire textbook are freely available at openintro.org. Visit our website, openintro.org. We provide free videos, statistical software labs, lecture slides, course management tools, and many other helpful resources.

Goodness of Fit Techniques Book

Goodness of Fit Techniques


  • Author : Ralph B. D'Agostino
  • Publisher : CRC Press
  • Release Date : 1986-06-02
  • Genre: Mathematics
  • Pages : 590
  • ISBN 10 : 0824774876

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Goodness of Fit Techniques Excerpt :

Conveniently grouping methods by techniques, such as chi-squared and empirical distributionfunction, and also collecting methods of testing for specific famous distributions, this useful reference is the first comprehensive review of the extensive literature on the subject. It surveysthe leading methods of testing fit . .. provides tables to make the tests available . .. assessesthe comparative merits of different test procedures . .. and supplies numerical examples to aidin understanding these techniques.Goodness-of-Fit Techniques shows how to apply the techniques . .. emphasizes testing for thethree major distributions, normal, exponential, and uniform . .. discusses the handling of censoreddata .. . and contains over 650 bibliographic citations that cover the field.Illustrated with tables and drawings, this volume is an ideal reference for mathematical andapplied statisticians, and biostatisticians; professionals in applied science fields, including psychologists, biometricians, physicians, and quality control and reliability engineers; advancedundergraduate- and graduate-level courses on goodness-of-fit techniques; and professional seminarsand symposia on applied statistics, quality control, and reliability.

Goodness of Fit Techniques Book

Goodness of Fit Techniques


  • Author : RalphB. D'Agostino
  • Publisher : Routledge
  • Release Date : 2017-10-19
  • Genre: Mathematics
  • Pages : 576
  • ISBN 10 : 9781351444569

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Goodness of Fit Techniques Excerpt :

Conveniently grouping methods by techniques, such as chi-squared and empirical distributionfunction , and also collecting methods of testing for specific famous distributions, this usefulreference is the fust comprehensive.review of the extensive literature on the subject. It surveysthe leading methods of testing fit . .. provides tables to make the tests available . .. assessesthe comparative merits of different test procedures . .. and supplies numerical examples to aidin understanding these techniques.Goodness-of-Fit Techniques shows how to apply the techniques . .. emphasizes testing for thethree major distributions, normal, exponential, and uniform . .. discusses the handling of censoreddata .. . and contains over 650 bibliographic citations that cover the field.Illustrated with tables and drawings, this volume is an ideal reference for mathematical andapplied statisticians, and biostatisticians; professionals in applied science fields, including psychologists,biometricians , physicians, and quality control and reliability engineers; advancedundergraduate- and graduate-level courses on goodness-of-fit techniques; and professional seminarsand symposia on applied statistics, quality control, and reliability.

Lifetime Data  Models in Reliability and Survival Analysis Book

Lifetime Data Models in Reliability and Survival Analysis


  • Author : Nicholas P. Jewell
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-04-17
  • Genre: Mathematics
  • Pages : 410
  • ISBN 10 : 9781475756548

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Lifetime Data Models in Reliability and Survival Analysis Excerpt :

Statistical models and methods for lifetime and other time-to-event data are widely used in many fields, including medicine, the environmental sciences, actuarial science, engineering, economics, management, and the social sciences. For example, closely related statistical methods have been applied to the study of the incubation period of diseases such as AIDS, the remission time of cancers, life tables, the time-to-failure of engineering systems, employment duration, and the length of marriages. This volume contains a selection of papers based on the 1994 International Research Conference on Lifetime Data Models in Reliability and Survival Analysis, held at Harvard University. The conference brought together a varied group of researchers and practitioners to advance and promote statistical science in the many fields that deal with lifetime and other time-to-event-data. The volume illustrates the depth and diversity of the field. A few of the authors have published their conference presentations in the new journal Lifetime Data Analysis (Kluwer Academic Publishers).

Handbook of Parametric and Nonparametric Statistical Procedures  Fifth Edition Book

Handbook of Parametric and Nonparametric Statistical Procedures Fifth Edition


  • Author : David J. Sheskin
  • Publisher : CRC Press
  • Release Date : 2020-06-09
  • Genre: Mathematics
  • Pages : 1388
  • ISBN 10 : 9781000083279

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Handbook of Parametric and Nonparametric Statistical Procedures Fifth Edition Excerpt :

Following in the footsteps of its bestselling predecessors, the Handbook of Parametric and Nonparametric Statistical Procedures, Fifth Edition provides researchers, teachers, and students with an all-inclusive reference on univariate, bivariate, and multivariate statistical procedures.New in the Fifth Edition:Substantial updates and new material th

Survey Sampling Theory and Applications Book

Survey Sampling Theory and Applications


  • Author : Raghunath Arnab
  • Publisher : Academic Press
  • Release Date : 2017-03-08
  • Genre: Mathematics
  • Pages : 930
  • ISBN 10 : 9780128118979

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Survey Sampling Theory and Applications Excerpt :

Survey Sampling Theory and Applications offers a comprehensive overview of survey sampling, including the basics of sampling theory and practice, as well as research-based topics and examples of emerging trends. The text is useful for basic and advanced survey sampling courses. Many other books available for graduate students do not contain material on recent developments in the area of survey sampling. The book covers a wide spectrum of topics on the subject, including repetitive sampling over two occasions with varying probabilities, ranked set sampling, Fays method for balanced repeated replications, mirror-match bootstrap, and controlled sampling procedures. Many topics discussed here are not available in other text books. In each section, theories are illustrated with numerical examples. At the end of each chapter theoretical as well as numerical exercises are given which can help graduate students. Covers a wide spectrum of topics on survey sampling and statistics Serves as an ideal text for graduate students and researchers in survey sampling theory and applications Contains material on recent developments in survey sampling not covered in other books Illustrates theories using numerical examples and exercises

International Encyclopedia of Statistical Science Book

International Encyclopedia of Statistical Science


  • Author : Miodrag Lovric
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-12-01
  • Genre: Mathematics
  • Pages : 0
  • ISBN 10 : 9783642048975

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International Encyclopedia of Statistical Science Excerpt :

The goal of this book is multidimensional: a) to help reviving Statistics education in many parts in the world where it is in crisis. For the first time authors from many developing countries have an opportunity to write together with the most prominent world authorities. The editor has spent several years searching for the most reputable statisticians all over the world. International contributors are either presidents of the local statistical societies, or head of the Statistics department at the main university, or the most distinguished statisticians in their countries. b) to enable any non-statistician to obtain quick and yet comprehensive and highly understandable view on certain statistical term, method or application c) to enable all the researchers, managers and practicioners to refresh their knowledge in Statistics, especially in certain controversial fields. d) to revive interest in statistics among students, since they will see its usefulness and relevance in almost all branches of Science.

Statistics Using Technology  Second Edition Book

Statistics Using Technology Second Edition


  • Author : Kathryn Kozak
  • Publisher : Lulu.com
  • Release Date : 2015-12-12
  • Genre: Education
  • Pages : 459
  • ISBN 10 : 9781329757257

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Statistics Using Technology Second Edition Excerpt :

Statistics With Technology, Second Edition, is an introductory statistics textbook. It uses the TI-83/84 calculator and R, an open source statistical software, for all calculations. Other technology can also be used besides the TI-83/84 calculator and the software R, but these are the ones that are presented in the text. This book presents probability and statistics from a more conceptual approach, and focuses less on computation. Analysis and interpretation of data is more important than how to compute basic statistical values.