Categorical Data Analysis Using The Sas System

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Categorical Data Analysis Using SAS, Third Edition

Author : Maura E. Stokes
Publisher : SAS Institute
ISBN 13 : 1612900909
Total Pages : 589 pages
Book Rating : 4.6/5 (129 download)

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Book Synopsis Categorical Data Analysis Using SAS, Third Edition by : Maura E. Stokes

Download or read book Categorical Data Analysis Using SAS, Third Edition written by Maura E. Stokes and published by SAS Institute. This book was released on 2012-07-31 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statisticians and researchers will find Categorical Data Analysis Using SAS, Third Edition, by Maura Stokes, Charles Davis, and Gary Koch, to be a useful discussion of categorical data analysis techniques as well as an invaluable aid in applying these methods with SAS. Practical examples from a broad range of applications illustrate the use of the FREQ, LOGISTIC, GENMOD, NPAR1WAY, and CATMOD procedures in a variety of analyses. Topics discussed include assessing association in contingency tables and sets of tables, logistic regression and conditional logistic regression, weighted least squares modeling, repeated measurements analyses, loglinear models, generalized estimating equations, and bioassay analysis. The third edition updates the use of SAS/STAT software to SAS/STAT 12.1 and incorporates ODS Graphics. Many additional SAS statements and options are employed, and graphs such as effect plots, odds ratio plots, regression diagnostic plots, and agreement plots are discussed. The material has also been revised and reorganized to reflect the evolution of categorical data analysis strategies. Additional techniques include such topics as exact Poisson regression, partial proportional odds models, Newcombe confidence intervals, incidence density ratios, and so on. This book is part of the SAS Press program.

Categorical Data Analysis Using the SAS System

Author : Maura Ellen Stokes
Publisher : SAS Press
ISBN 13 : 9781580257107
Total Pages : 626 pages
Book Rating : 4.2/5 (571 download)

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Book Synopsis Categorical Data Analysis Using the SAS System by : Maura Ellen Stokes

Download or read book Categorical Data Analysis Using the SAS System written by Maura Ellen Stokes and published by SAS Press. This book was released on 2000 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses hypothesis testing strategies for the assessment of association in contingency tables and sets of contingency tables. Also discusses various modeling strategies available for describing the nature of the association between a categorical outcome measure and a set of explanatory variables.

Categorical Data Analysis Using the SAS System

Author : Maura E. Stokes
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (264 download)

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Book Synopsis Categorical Data Analysis Using the SAS System by : Maura E. Stokes

Download or read book Categorical Data Analysis Using the SAS System written by Maura E. Stokes and published by . This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Categorical Data Analysis

Author : Alan Agresti
Publisher : John Wiley & Sons
ISBN 13 : 1118710940
Total Pages : 756 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Categorical Data Analysis by : Alan Agresti

Download or read book Categorical Data Analysis written by Alan Agresti and published by John Wiley & Sons. This book was released on 2013-04-08 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Second Edition "A must-have book for anyone expecting to do research and/or applications in categorical data analysis." —Statistics in Medicine "It is a total delight reading this book." —Pharmaceutical Research "If you do any analysis of categorical data, this is an essential desktop reference." —Technometrics The use of statistical methods for analyzing categorical data has increased dramatically, particularly in the biomedical, social sciences, and financial industries. Responding to new developments, this book offers a comprehensive treatment of the most important methods for categorical data analysis. Categorical Data Analysis, Third Edition summarizes the latest methods for univariate and correlated multivariate categorical responses. Readers will find a unified generalized linear models approach that connects logistic regression and Poisson and negative binomial loglinear models for discrete data with normal regression for continuous data. This edition also features: An emphasis on logistic and probit regression methods for binary, ordinal, and nominal responses for independent observations and for clustered data with marginal models and random effects models Two new chapters on alternative methods for binary response data, including smoothing and regularization methods, classification methods such as linear discriminant analysis and classification trees, and cluster analysis New sections introducing the Bayesian approach for methods in that chapter More than 100 analyses of data sets and over 600 exercises Notes at the end of each chapter that provide references to recent research and topics not covered in the text, linked to a bibliography of more than 1,200 sources A supplementary website showing how to use R and SAS; for all examples in the text, with information also about SPSS and Stata and with exercise solutions Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and methodologists, such as biostatisticians and researchers in the social and behavioral sciences, medicine and public health, marketing, education, finance, biological and agricultural sciences, and industrial quality control.

An Introduction to Categorical Data Analysis

Author : Alan Agresti
Publisher : John Wiley & Sons
ISBN 13 : 1119405270
Total Pages : 400 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis An Introduction to Categorical Data Analysis by : Alan Agresti

Download or read book An Introduction to Categorical Data Analysis written by Alan Agresti and published by John Wiley & Sons. This book was released on 2018-10-11 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data. Adding to the value in the new edition is: • Illustrations of the use of R software to perform all the analyses in the book • A new chapter on alternative methods for categorical data, including smoothing and regularization methods (such as the lasso), classification methods such as linear discriminant analysis and classification trees, and cluster analysis • New sections in many chapters introducing the Bayesian approach for the methods of that chapter • More than 70 analyses of data sets to illustrate application of the methods, and about 200 exercises, many containing other data sets • An appendix showing how to use SAS, Stata, and SPSS, and an appendix with short solutions to most odd-numbered exercises Written in an applied, nontechnical style, this book illustrates the methods using a wide variety of real data, including medical clinical trials, environmental questions, drug use by teenagers, horseshoe crab mating, basketball shooting, correlates of happiness, and much more. An Introduction to Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.

Categorical Data Analysis Using the SAS System, Second Edition + Categorical Data Analysis, Second Edition Set

Author : Maura E. Stokes
Publisher : Wiley-Interscience
ISBN 13 : 9780470388068
Total Pages : 0 pages
Book Rating : 4.3/5 (88 download)

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Book Synopsis Categorical Data Analysis Using the SAS System, Second Edition + Categorical Data Analysis, Second Edition Set by : Maura E. Stokes

Download or read book Categorical Data Analysis Using the SAS System, Second Edition + Categorical Data Analysis, Second Edition Set written by Maura E. Stokes and published by Wiley-Interscience. This book was released on 2008-03-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This set contains 9780471224242 Categorical Data Analysis Using the SAS System, Second Edition by Maura E. Stokes, Charles S. Davis, Gary G. Koch and Categorical Data Analysis, Second Edition by Alan Agresti.

Categorical Data Analysis Using the SAS System, 2nd Edition

Author : Maura Ellen Stokes
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (113 download)

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Book Synopsis Categorical Data Analysis Using the SAS System, 2nd Edition by : Maura Ellen Stokes

Download or read book Categorical Data Analysis Using the SAS System, 2nd Edition written by Maura Ellen Stokes and published by . This book was released on 2000 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Categorical Data Analysis Using The SAS® System, 2nd Edition

Author : Maura Stokes
Publisher :
ISBN 13 :
Total Pages : 648 pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Categorical Data Analysis Using The SAS® System, 2nd Edition by : Maura Stokes

Download or read book Categorical Data Analysis Using The SAS® System, 2nd Edition written by Maura Stokes and published by . This book was released on 2009 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statisticians and researchers will find this book auseful discussion of categorical data analysis techniques as well as an invaluable aid in applying these methods with the SAS System. Practical examples from a broad range of applications illustrate the use of the FREQ, LOGISTIC, GENMOD, and CATMOD procedures in a variety of analyses. Other procedures discussed include the PHREG and NPAR1WAY procedures. Topics discussed include assessing association in contingency tables and sets of tables, logistic regression and conditional logistic regression, weighted least squares modeling, repeated measurements analyses, loglinear models, and bioassay analysis. The second edition has been revised for use with Version 8 of the SAS System. New topics include additional exact tests, generalized estimating equations, use of the CLASS statement in the LOGISTIC procedure, exact logistic regression using the LOGISTIC procedure, and comparisons of the use of subject-specific models versus population-averaged models. Supports releases 6.07 and higher of SAS software.

SAS for Epidemiologists

Author : Charles DiMaggio
Publisher : Springer Science & Business Media
ISBN 13 : 1461448549
Total Pages : 266 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis SAS for Epidemiologists by : Charles DiMaggio

Download or read book SAS for Epidemiologists written by Charles DiMaggio and published by Springer Science & Business Media. This book was released on 2012-10-25 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive text covers the use of SAS for epidemiology and public health research. Developed with students in mind and from their feedback, the text addresses this material in a straightforward manner with a multitude of examples. It is directly applicable to students and researchers in the fields of public health, biostatistics and epidemiology. Through a “hands on” approach to the use of SAS for a broad number of epidemiologic analyses, readers learn techniques for data entry and cleaning, categorical analysis, ANOVA, and linear regression and much more. Exercises utilizing real-world data sets are featured throughout the book. SAS screen shots demonstrate the steps for successful programming. SAS (Statistical Analysis System) is an integrated system of software products provided by the SAS institute, which is headquartered in California. It provides programmers and statisticians the ability to engage in many sophisticated statistical analyses and data retrieval and mining exercises. SAS is widely used in the fields of epidemiology and public health research, predominately due to its ability to reliably analyze very large administrative data sets, as well as more commonly encountered clinical trial and observational research data.

Logistic Regression Using SAS

Author : Paul D. Allison
Publisher : SAS Institute
ISBN 13 : 1629590185
Total Pages : 348 pages
Book Rating : 4.6/5 (295 download)

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Book Synopsis Logistic Regression Using SAS by : Paul D. Allison

Download or read book Logistic Regression Using SAS written by Paul D. Allison and published by SAS Institute. This book was released on 2012-03-30 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Informal and nontechnical, this book both explains the theory behind logistic regression, and looks at all the practical details involved in its implementation using SAS. Includes several real-world examples in full detail.

Complex Survey Data Analysis with SAS

Author : Taylor H. Lewis
Publisher : CRC Press
ISBN 13 : 1498776809
Total Pages : 341 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Complex Survey Data Analysis with SAS by : Taylor H. Lewis

Download or read book Complex Survey Data Analysis with SAS written by Taylor H. Lewis and published by CRC Press. This book was released on 2016-09-15 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Survey Data Analysis with SAS® is an invaluable resource for applied researchers analyzing data generated from a sample design involving any combination of stratification, clustering, unequal weights, or finite population correction factors. After clearly explaining how the presence of these features can invalidate the assumptions underlying most traditional statistical techniques, this book equips readers with the knowledge to confidently account for them during the estimation and inference process by employing the SURVEY family of SAS/STAT® procedures. The book offers comprehensive coverage of the most essential topics, including: Drawing random samples Descriptive statistics for continuous and categorical variables Fitting and interpreting linear and logistic regression models Survival analysis Domain estimation Replication variance estimation methods Weight adjustment and imputation methods for handling missing data The easy-to-follow examples are drawn from real-world survey data sets spanning multiple disciplines, all of which can be downloaded for free along with syntax files from the author’s website: http://mason.gmu.edu/~tlewis18/. While other books may touch on some of the same issues and nuances of complex survey data analysis, none features SAS exclusively and as exhaustively. Another unique aspect of this book is its abundance of handy workarounds for certain techniques not yet supported as of SAS Version 9.4, such as the ratio estimator for a total and the bootstrap for variance estimation. Taylor H. Lewis is a PhD graduate of the Joint Program in Survey Methodology at the University of Maryland, College Park, and an adjunct professor in the George Mason University Department of Statistics. An avid SAS user for 15 years, he is a SAS Certified Advanced programmer and a nationally recognized SAS educator who has produced dozens of papers and workshops illustrating how to efficiently and effectively conduct statistical analyses using SAS.

A Handbook of Statistical Graphics Using SAS ODS

Author : Geoff Der
Publisher : CRC Press
ISBN 13 : 1466599030
Total Pages : 250 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis A Handbook of Statistical Graphics Using SAS ODS by : Geoff Der

Download or read book A Handbook of Statistical Graphics Using SAS ODS written by Geoff Der and published by CRC Press. This book was released on 2014-08-15 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easily Use SAS to Produce Your Graphics Diagrams, plots, and other types of graphics are indispensable components in nearly all phases of statistical analysis, from the initial assessment of the data to the selection of appropriate statistical models to the diagnosis of the chosen models once they have been fitted to the data. Harnessing the full graphics capabilities of SAS, A Handbook of Statistical Graphics Using SAS ODS covers essential graphical methods needed in every statistician’s toolkit. It explains how to implement the methods using SAS 9.4. The handbook shows how to use SAS to create many types of statistical graphics for exploring data and diagnosing fitted models. It uses SAS’s newer ODS graphics throughout as this system offers a number of advantages, including ease of use, high quality of results, consistent appearance, and convenient semiautomatic graphs from the statistical procedures. Each chapter deals graphically with several sets of example data from a wide variety of areas, such as epidemiology, medicine, and psychology. These examples illustrate the use of graphic displays to give an overview of data, to suggest possible hypotheses for testing new data, and to interpret fitted statistical models. The SAS programs and data sets are available online.

A Step-by-Step Approach to Using SAS for Univariate & Multivariate Statistics

Author : Norm O'Rourke
Publisher : SAS Institute
ISBN 13 : 1590474171
Total Pages : 552 pages
Book Rating : 4.5/5 (94 download)

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Book Synopsis A Step-by-Step Approach to Using SAS for Univariate & Multivariate Statistics by : Norm O'Rourke

Download or read book A Step-by-Step Approach to Using SAS for Univariate & Multivariate Statistics written by Norm O'Rourke and published by SAS Institute. This book was released on 2005 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing practice data inspired by actual studies, this book explains how to choose the right statistic, understand the assumptions underlying the procedure, prepare an SAS program for an analysis, interpret the output, and summarize the analysis and results according to the format prescribed in the Publication Manual of the American Psychological Association.

Data Analysis Using SAS

Author : C.Y. Joanne Peng
Publisher : SAGE Publications
ISBN 13 : 1483342794
Total Pages : 641 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Data Analysis Using SAS by : C.Y. Joanne Peng

Download or read book Data Analysis Using SAS written by C.Y. Joanne Peng and published by SAGE Publications. This book was released on 2008-08-28 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis Using SAS offers a comprehensive core text focused on key concepts and techniques in quantitative data analysis using the most current SAS commands and programming language. The coverage of the text is more evenly balanced among statistical analysis, SAS programming, and data/file management than any available text on the market. It provides students with a hands-on, exercise-heavy method for learning basic to intermediate SAS commands while understanding how to apply statistics and reasoning to real-world problems. Designed to be used in order of teaching preference by instructor, the book is comprised of two primary sections: the first half of the text instructs students in techniques for data and file managements such as concatenating and merging files, conditional or repetitive processing of variables, and observations. The second half of the text goes into great depth on the most common statistical techniques and concepts - descriptive statistics, correlation, analysis of variance, and regression - used to analyze data in the social, behavioral, and health sciences using SAS commands. A student study comes replete with a multitude of computer programs, their output, specific details on how to check assumptions, as well as all data sets used in the book. Data Analysis Using SAS is a complete resource for Data Analysis I and II, Statistics I and II, Quantitative Reasoning, and SAS Programming courses across the social and behavioral sciences and health - especially those that carry a lab component.

Visualizing Categorical Data

Author : Michael Friendly
Publisher : SAS Press
ISBN 13 : 9781580256605
Total Pages : 0 pages
Book Rating : 4.2/5 (566 download)

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Book Synopsis Visualizing Categorical Data by : Michael Friendly

Download or read book Visualizing Categorical Data written by Michael Friendly and published by SAS Press. This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Graphical methods for quantitative data are well developed and widely used. However, until now with this comprehensive treatment, few graphical methods existed for categorical data. In this innovative book, the author presents many aspects of the relationships among variables, the adequacy of a fitted model, and possibly unusual features of the data that can best be seen and appreciated in an informative graphical display.

Stock Market Analysis Using the SAS System

Author : SAS Institute
Publisher : SAS Press
ISBN 13 : 9781555446239
Total Pages : 243 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Stock Market Analysis Using the SAS System by : SAS Institute

Download or read book Stock Market Analysis Using the SAS System written by SAS Institute and published by SAS Press. This book was released on 1994 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you want to analyze risk and return of stocks individually or in portfolios, this book gives you lots of examples to copy and use "as is" or you can easily adapt them to your specific needs. The SAS example code is thoroughly explained--for each procedure, for each statement, and for each option. Even if you're a novice, you can quickly learn the fundamentals of SAS software, and easily gain programming experience. You will be able to select assets to build your portfolio; value stocks, bonds, and options; evaluate portfolio performance; analyze fundamental data; and perform risk analysis.

Statistical Analysis Quick Reference Guidebook

Author : Alan C. Elliott
Publisher : SAGE
ISBN 13 : 9781412925600
Total Pages : 280 pages
Book Rating : 4.9/5 (256 download)

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Book Synopsis Statistical Analysis Quick Reference Guidebook by : Alan C. Elliott

Download or read book Statistical Analysis Quick Reference Guidebook written by Alan C. Elliott and published by SAGE. This book was released on 2007 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical `cut to the chase′ handbook that quickly explains the when, where, and how of statistical data analysis as it is used for real-world decision-making in a wide variety of disciplines. In this one-stop reference, the authors provide succinct guidelines for performing an analysis, avoiding pitfalls, interpreting results and reporting outcomes.