Exact Statistical Inference for Categorical Data

Written By Guogen Shan
Exact Statistical Inference for Categorical Data
  • Publsiher : Academic Press
  • Release : 01 November 2015
  • ISBN : 9780081006818
  • Pages : 66 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Exact Statistical Inference for Categorical Data written by Guogen Shan which was release on 01 November 2015, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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
  • Author : Guogen Shan
  • Publisher : Academic Press
  • Release Date : 2015-11-01
  • Total pages : 66
  • ISBN : 9780081006818
GET BOOK

Summary : 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 ...

Exact Statistical Inference for Categorical Data

Exact Statistical Inference for Categorical Data
  • Author : Guogen Shan
  • Publisher : Academic Press
  • Release Date : 2016-01-22
  • Total pages : 66
  • ISBN : 9780081006818
GET BOOK

Summary : 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 ...

COMPSTAT 2006 Proceedings in Computational Statistics

COMPSTAT 2006   Proceedings in Computational Statistics
  • Author : Alfredo Rizzi,Maurizio Vichi
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-12-03
  • Total pages : 537
  • ISBN : 9780081006818
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Summary : 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 ...

Statistical Strategies for Small Sample Research

Statistical Strategies for Small Sample Research
  • Author : Rick H. Hoyle
  • Publisher : SAGE
  • Release Date : 1999-03-30
  • Total pages : 367
  • ISBN : 9780081006818
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Summary : 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; ...

Regression for Categorical Data

Regression for Categorical Data
  • Author : Gerhard Tutz
  • Publisher : Cambridge University Press
  • Release Date : 2011-11-21
  • Total pages : 212
  • ISBN : 9780081006818
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Summary : This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression, including regularization techniques to structure predictors. In addition to standard methods such as the logit and probit model and extensions to multivariate settings, the author presents more recent developments in flexible ...

Statistical Analysis of Categorical Data

Statistical Analysis of Categorical Data
  • Author : Chris J. Lloyd,Lloyd
  • Publisher : Wiley-Interscience
  • Release Date : 1999-03-29
  • Total pages : 468
  • ISBN : 9780081006818
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Summary : 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 ...

Modern Engineering Statistics

Modern Engineering Statistics
  • Author : Thomas P. Ryan
  • Publisher : John Wiley & Sons
  • Release Date : 2007-06-22
  • Total pages : 736
  • ISBN : 9780081006818
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Summary : An introductory perspective on statistical applications in the field of engineering Modern Engineering Statistics presents state-of-the-art statistical methodology germane to engineering applications. With a nice blend of methodology and applications, this book provides and carefully explains the concepts necessary for students to fully grasp and appreciate contemporary statistical techniques in ...

A Primer of Permutation Statistical Methods

A Primer of Permutation Statistical Methods
  • Author : Kenneth J. Berry,Janis E. Johnston,Paul W. Mielke, Jr.
  • Publisher : Springer
  • Release Date : 2019-08-02
  • Total pages : 476
  • ISBN : 9780081006818
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Summary : The primary purpose of this textbook is to introduce the reader to a wide variety of elementary permutation statistical methods. Permutation methods are optimal for small data sets and non-random samples, and are free of distributional assumptions. The book follows the conventional structure of most introductory books on statistical methods, ...

Exact Statistical Methods for Data Analysis

Exact Statistical Methods for Data Analysis
  • Author : Samaradasa Weerahandi
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-12-01
  • Total pages : 329
  • ISBN : 9780081006818
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Summary : Now available in paperback, this book covers some recent developments in statistical inference. It provides methods applicable in problems involving nuisance parameters such as those encountered in comparing two exponential distributions or in ANOVA without the assumption of equal error variances. The generalized procedures are shown to be more powerful ...

Categorical Data Analysis

Categorical Data Analysis
  • Author : Alan Agresti
  • Publisher : John Wiley & Sons
  • Release Date : 2003-03-31
  • Total pages : 734
  • ISBN : 9780081006818
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Summary : 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 ...

Unanswered Questions in Periodontology An Issue of Dental Clinics of North America E Book

Unanswered Questions in Periodontology  An Issue of Dental Clinics of North America  E Book
  • Author : Frank A. Scannapieco
  • Publisher : Elsevier Health Sciences
  • Release Date : 2016-01-07
  • Total pages : 265
  • ISBN : 9780081006818
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Summary : This issue, edited by Dr. Frank Scannapieco, is devoted to "Unanswered Questions in Periodontology." Review articles will help answer clinical questions such as: Can lost bone in furcations be regenerated?; What biomarkers exist to detect active periodontal disease?; Which mouthrinse products are beneficial for plaque control and gingival health?; Do ...

Statistical Methods in Medical Research

Statistical Methods in Medical Research
  • Author : Peter Armitage,Geoffrey Berry,J. N. S. Matthews
  • Publisher : John Wiley & Sons
  • Release Date : 2013-07-01
  • Total pages : 832
  • ISBN : 9780081006818
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Summary : The explanation and implementation of statistical methods for themedical researcher or statistician remains an integral part ofmodern medical research. This book explains the use of experimentaland analytical biostatistics systems. Its accessible style allowsit to be used by the non-mathematician as a fundamental componentof successful research. Since the third edition, there ...

Encyclopedia of Biopharmaceutical Statistics Four Volume Set

Encyclopedia of Biopharmaceutical Statistics   Four Volume Set
  • Author : Shein-Chung Chow
  • Publisher : CRC Press
  • Release Date : 2018-07-19
  • Total pages : 2780
  • ISBN : 9780081006818
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Summary : Since the publication of the first edition in 2000, there has been an explosive growth of literature in biopharmaceutical research and development of new medicines. This encyclopedia (1) provides a comprehensive and unified presentation of designs and analyses used at different stages of the drug development process, (2) gives a well-balanced summary of ...

Analysis of Categorical Data with R

Analysis of Categorical Data with R
  • Author : Christopher R. Bilder,Thomas M. Loughin
  • Publisher : CRC Press
  • Release Date : 2014-08-11
  • Total pages : 547
  • ISBN : 9780081006818
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Summary : Learn How to Properly Analyze Categorical Data Analysis of Categorical Data with R presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses fundamentals, such as odds ratio and ...

Statistical Analysis of Contingency Tables

Statistical Analysis of Contingency Tables
  • Author : Morten Fagerland,Stian Lydersen,Petter Laake
  • Publisher : CRC Press
  • Release Date : 2017-07-28
  • Total pages : 634
  • ISBN : 9780081006818
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Summary : Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2 and 2xc tables, paired cxc tables, and stratified tables. ...