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Exact Statistical Inference For Categorical Data

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Exact Statistical Inference for Categorical Data

Exact Statistical Inference for Categorical Data Book
Author : Guogen Shan
Publisher : Academic Press
Release : 2015-11-01
ISBN : 9780081006818
Language : En, Es, Fr & De

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Book Description :

Exact Statistical Inference for Categorical Data discusses the way asymptotic approaches have been often used in practice to make statistical inference. This book introduces both conditional and unconditional exact approaches for the data in 2 by 2, or 2 by k contingency tables, and is an ideal reference for users who are interested in having the convenience of applying asymptotic approaches, with less computational time. In addition to the existing conditional exact inference, some efficient, unconditional exact approaches could be used in data analysis to improve the performance of the testing procedure. Demonstrates how exact inference can be used to analyze data in 2 by 2 tables Discusses the analysis of data in 2 by k tables using exact inference Explains how exact inference can be used in genetics

Exact Statistical Inference for Categorical Data

Exact Statistical Inference for Categorical Data Book
Author : Guogen Shan
Publisher : Academic Press
Release : 2016-01-22
ISBN : 0128039485
Language : En, Es, Fr & De

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Book Description :

Exact Statistical Inference for Categorical Data discusses the way asymptotic approaches have been often used in practice to make statistical inference. This book introduces both conditional and unconditional exact approaches for the data in 2 by 2, or 2 by k contingency tables, and is an ideal reference for users who are interested in having the convenience of applying asymptotic approaches, with less computational time. In addition to the existing conditional exact inference, some efficient, unconditional exact approaches could be used in data analysis to improve the performance of the testing procedure. Demonstrates how exact inference can be used to analyze data in 2 by 2 tables Discusses the analysis of data in 2 by k tables using exact inference Explains how exact inference can be used in genetics

COMPSTAT 2006 Proceedings in Computational Statistics

COMPSTAT 2006   Proceedings in Computational Statistics Book
Author : Alfredo Rizzi,Maurizio Vichi
Publisher : Springer Science & Business Media
Release : 2007-12-03
ISBN : 9783790817096
Language : En, Es, Fr & De

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Book Description :

International Association for Statistical Computing The International Association for Statistical Computing (IASC) is a Section of the International Statistical Institute. The objectives of the Association are to foster world-wide interest in e?ective statistical computing and to - change technical knowledge through international contacts and meetings - tween statisticians, computing professionals, organizations, institutions, g- ernments and the general public. The IASC organises its own Conferences, IASC World Conferences, and COMPSTAT in Europe. The 17th Conference of ERS-IASC, the biennial meeting of European - gional Section of the IASC was held in Rome August 28 - September 1, 2006. This conference took place in Rome exactly 20 years after the 7th COMP- STAT symposium which was held in Rome, in 1986. Previous COMPSTAT conferences were held in: Vienna (Austria, 1974); West-Berlin (Germany, 1976); Leiden (The Netherlands, 1978); Edimbourgh (UK, 1980); Toulouse (France, 1982); Prague (Czechoslovakia, 1984); Rome (Italy, 1986); Copenhagen (Denmark, 1988); Dubrovnik (Yugoslavia, 1990); Neuchˆ atel (Switzerland, 1992); Vienna (Austria,1994); Barcelona (Spain, 1996);Bristol(UK,1998);Utrecht(TheNetherlands,2000);Berlin(Germany, 2002); Prague (Czech Republic, 2004).

Journal of the American Statistical Association

Journal of the American Statistical Association Book
Author : Anonim
Publisher : Unknown
Release : 2009
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Journal of the American Statistical Association book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Statistical Analysis of Categorical Data

Statistical Analysis of Categorical Data Book
Author : Chris J. Lloyd,Lloyd
Publisher : Wiley-Interscience
Release : 1999-03-29
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Accessible, up-to-date coverage of a broad range of modern and traditional methods. The ability to understand and analyze categorical, or count, data is crucial to the success of statisticians in a wide variety of fields, including biomedicine, ecology, the social sciences, marketing, and many more. Statistical Analysis of Categorical Data provides thorough, clear, up-to-date explanations of all important methods of categorical data analysis at a level accessible to anyone with a solid undergraduate knowledge of statistics. Featuring a liberal use of real-world examples as well as a regression-based approach familiar to most students, this book reviews pertinent statistical theory, including advanced topics such as Score statistics and the transformed central limit theorem. It presents the distribution theory of Poisson as well as multinomial variables, and it points out the connections between them. Complete with numerous illustrations and exercises, this book covers the full range of topics necessary to develop a well-rounded understanding of modern categorical data analysis, including: * Logistic regression and log-linear models. * Exact conditional methods. * Generalized linear and additive models. * Smoothing count data with practical implementations in S-plus software. * Thorough description and analysis of five important computer packages. Supported by an ftp site, which describes the facilities important to a statistician wanting to analyze and report on categorical data, Statistical Analysis of Categorical Data is an excellent resource for students, practicing statisticians, and researchers with a special interest in count data.

The Mathematical Scientist

The Mathematical Scientist Book
Author : Anonim
Publisher : Unknown
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Mathematical Scientist book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Categorical Data Analysis

Categorical Data Analysis Book
Author : Alan Agresti
Publisher : John Wiley & Sons
Release : 2003-03-31
ISBN : 0471458767
Language : En, Es, Fr & De

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Book Description :

Amstat News asked three review editors to rate their topfive favorite books in the September 2003 issue. CategoricalData Analysis was among those chosen. A valuable new edition of a standard reference "A 'must-have' book for anyone expecting to do research and/orapplications in categorical data analysis." –Statistics in Medicine on Categorical Data Analysis,First Edition The use of statistical methods for categorical data hasincreased dramatically, particularly for applications in thebiomedical and social sciences. Responding to new developments inthe field as well as to the needs of a new generation ofprofessionals and students, this new edition of the classicCategorical Data Analysis offers a comprehensiveintroduction to the most important methods for categorical dataanalysis. Designed for statisticians and biostatisticians as well asscientists and graduate students practicing statistics,Categorical Data Analysis, Second Edition summarizes thelatest methods for univariate and correlated multivariatecategorical responses. Readers will find a unified generalizedlinear models approach that connects logistic regression andPoisson and negative binomial regression for discrete data withnormal regression for continuous data. Adding to the value in thenew edition is coverage of: Three new chapters on methods for repeated measurement andother forms of clustered categorical data, including marginalmodels and associated generalized estimating equations (GEE)methods, and mixed models with random effects Stronger emphasis on logistic regression modeling of binaryand multicategory data An appendix showing the use of SAS for conducting nearly allanalyses in the book Prescriptions for how ordinal variables should be treateddifferently than nominal variables Discussion of exact small-sample procedures More than 100 analyses of real data sets to illustrateapplication of the methods, and more than 600 exercises An Instructor's Manual presenting detailed solutions to allthe problems in the book is available from the Wiley editorialdepartment.

Exact Statistical Inference on Markov Chain Models

Exact Statistical Inference on Markov Chain Models Book
Author : Timothy Duane Johnson
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Exact Statistical Inference on Markov Chain Models book written by Timothy Duane Johnson, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Journal of Statistical Research

Journal of Statistical Research Book
Author : Anonim
Publisher : Unknown
Release : 2002
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Journal of Statistical Research book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Statistical Strategies for Small Sample Research

Statistical Strategies for Small Sample Research Book
Author : Rick H. Hoyle
Publisher : SAGE Publications, Incorporated
Release : 1999-03-30
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This book provides encouragement and strategies for researchers who routinely address research questions using data from small samples. Chapters cover such topics as: using multiple imputation software with small sets; computing and combining effect sizes; bootstrap hypothesis testing; application of latent variable modeling; time-series data from small numbers of individuals; and sample size, reliability and tests of statistical mediation.

Statistics for the Sciences

Statistics for the Sciences Book
Author : Martin Buntinas,Gerald Marlowe Funk
Publisher : Duxbury Press
Release : 2005
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

If you are majoring in the sciences, this is the statistics textbook for you. STATISTICS FOR THE SCIENCES helps you see the beauty of statistics using calculus, and contains applications directly tied to natural and physical sciences. In STATISTICS FOR THE SCIENCES, the math is at the right level, and the exercises and examples appeal to those majoring in natural and physical sciences.

Technometrics

Technometrics Book
Author : Anonim
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Technometrics book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Encyclopedia of biostatistics

Encyclopedia of biostatistics Book
Author : Peter Armitage,Theodore Colton
Publisher : Unknown
Release : 1998
ISBN : 9780471975762
Language : En, Es, Fr & De

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Book Description :

Download Encyclopedia of biostatistics book written by Peter Armitage,Theodore Colton, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Current Index to Journals in Education

Current Index to Journals in Education Book
Author : Anonim
Publisher : Unknown
Release : 1996-10
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Current Index to Journals in Education book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

A Lattice Path Method for Exact Conditional Inference

A Lattice Path Method for Exact Conditional Inference Book
Author : Matthew A. Tom
Publisher : Unknown
Release : 2003
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This thesis outlines a methodology for completely enumerating the outcome space of a discrete exponential family conditional on linear sufficient statistics. We start by constructing a rectangular lattice that contains all of the points in the conditional outcome space. We then extend the idea of Gray code paths to obtain an efficient method for searching the lattice and generating a list of possible outcomes in the conditional outcome space. To conclude, we discuss proposals for integrating the methodology into other existing algorithms. Examples will include contingency tables, the conditional bootstrap, and conditional logistic regression.

SPSS Exact Tests 7 0 for Windows

SPSS Exact Tests 7 0 for Windows Book
Author : Cyrus R. Mehta,Nitin R. Patel,SPSS Inc
Publisher : Spss
Release : 1996
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download SPSS Exact Tests 7 0 for Windows book written by Cyrus R. Mehta,Nitin R. Patel,SPSS Inc, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

From Finite Sample to Asymptotic Methods in Statistics

From Finite Sample to Asymptotic Methods in Statistics Book
Author : Pranab Kumar Sen
Publisher : Unknown
Release : 2010
ISBN : 9780511638381
Language : En, Es, Fr & De

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Book Description :

"Exact statistical inference may be employed in diverse fields of science and technology. As problems become more complex and sample sizes become larger, mathematical and computational difficulties can arise that require the use of approximate statistical methods. Such methods are justified by asymptotic arguments but are still based on the concepts and principles that underlie exact statistical inference. With this in perspective, this book presents a broad view of exact statistical inference and the development of asymptotic statistical inference, providing a justification for the use of asymptotic methods for large samples. Methodological results are developed on a concrete and yet rigorous mathematical level and are applied to a variety of problems that include categorical data, regression, and survival analyses. This book is designed as a textbook for advanced undergraduate or beginning graduate students in statistics, biostatistics, or applied statistics but may also be used as a reference for academic researchers"--Provided by publisher.

SAS STAT User s Guide

SAS STAT User s Guide Book
Author : SAS Institute
Publisher : SAS Institute
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

This title provides the latest, detailed reference material for all of the procedures in SAS/STAT software, and syntax, usage, and examples.

From Finite Sample to Asymptotic Methods in Statistics

From Finite Sample to Asymptotic Methods in Statistics Book
Author : Pranab Kumar Sen
Publisher : Unknown
Release : 2010
ISBN : 9781107210837
Language : En, Es, Fr & De

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Book Description :

"Exact statistical inference may be employed in diverse fields of science and technology. As problems become more complex and sample sizes become larger, mathematical and computational difficulties can arise that require the use of approximate statistical methods. Such methods are justified by asymptotic arguments but are still based on the concepts and principles that underlie exact statistical inference. With this in perspective, this book presents a broad view of exact statistical inference and the development of asymptotic statistical inference, providing a justification for the use of asymptotic methods for large samples. Methodological results are developed on a concrete and yet rigorous mathematical level and are applied to a variety of problems that include categorical data, regression, and survival analyses. This book is designed as a textbook for advanced undergraduate or beginning graduate students in statistics, biostatistics, or applied statistics but may also be used as a reference for academic researchers"--Provided by publisher.

Longitudinal Categorical Data Analysis

Longitudinal Categorical Data Analysis Book
Author : Brajendra C. Sutradhar
Publisher : Springer
Release : 2014-10-30
ISBN : 1493921371
Language : En, Es, Fr & De

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Book Description :

This is the first book in longitudinal categorical data analysis with parametric correlation models developed based on dynamic relationships among repeated categorical responses. This book is a natural generalization of the longitudinal binary data analysis to the multinomial data setup with more than two categories. Thus, unlike the existing books on cross-sectional categorical data analysis using log linear models, this book uses multinomial probability models both in cross-sectional and longitudinal setups. A theoretical foundation is provided for the analysis of univariate multinomial responses, by developing models systematically for the cases with no covariates as well as categorical covariates, both in cross-sectional and longitudinal setups. In the longitudinal setup, both stationary and non-stationary covariates are considered. These models have also been extended to the bivariate multinomial setup along with suitable covariates. For the inferences, the book uses the generalized quasi-likelihood as well as the exact likelihood approaches. The book is technically rigorous, and, it also presents illustrations of the statistical analysis of various real life data involving univariate multinomial responses both in cross-sectional and longitudinal setups. This book is written mainly for the graduate students and researchers in statistics and social sciences, among other applied statistics research areas. However, the rest of the book, specifically the chapters from 1 to 3, may also be used for a senior undergraduate course in statistics.