Computer Aided Multivariate Analysis Fourth Edition

Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 9781584883081
Total Pages : 512 pages
Book Rating : 4.81/5 ( download)

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Download or read book Computer-Aided Multivariate Analysis, Fourth Edition written by Abdelmonem Afifi and published by CRC Press. This book was released on 2003-12-29 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer-Aided Multivariate Analysis, Fourth Edition enables researchers and students with limited mathematical backgrounds to understand the concepts underlying multivariate statistical analysis, perform analysis using statistical packages, and understand the output. New topics include Loess and Poisson regression, nominal and ordinal logistic regression, interpretation of interactions in logistic and survival analysis, and imputation for missing values. This book includes new exercises and references, and updated options in the latest versions of the statistical packages. All data sets and codebooks are available for download. The authors explain the assumptions made in performing each analysis and test, how to determine if your data meets those assumptions, and what to do if they do not. What to Watch out for sections in each chapter warn of common difficulties. By reading this text, you will know what method to use with your data set, how to get the results, and how to interpret them and explain them to others. New in the Fourth Edition: Expanded explanation of checking for goodness of fit in logistic regression and survival analysis Kaplan-Meier estimates of survival curves, formal tests for comparing survival between groups, interactions and the use of time-dependent covariates in survival analysis Expanded discussion of how to handle missing values Latest features of the S-PLUS package in addition to SAS, SPSS, STATA, and STATISTICA for multivariate analysis Data sets for the problems are available at the CRC web site: http://www.crcpress.com/product/isbn/9781584883081 Commands and output for examples used in the text for each statistical package are available at the UCLA web site: http://www.ats.ucla.edu/stat/examples/cama4/

Author : Abdelmonem Afifi
Publisher : Chapman and Hall/CRC
ISBN 13 : 9780412990212
Total Pages : 505 pages
Book Rating : 4.10/5 ( download)

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Download or read book Computer-Aided Multivariate Analysis, Fourth Edition written by Abdelmonem Afifi and published by Chapman and Hall/CRC. This book was released on 1996-06-01 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, researchers need to perform multivariate statistical analyses on their data. Unfortunately, a lack of mathematical training prevents many from taking advantage of these advanced techniques, in part, because books focus on the theory & neglect to explain how to perform & interpret multivariate analyses on real-life data. For years, Afifi & Clark's Computer-Aided Multivariate Analysis has been a welcome exception-helping researchers choose the appropriate analyses for their data, carry them out, & interpret the results. Only a limited knowledge of statistics is assumed, & geometrical & graphical explanations are used to explain what the analyses do. However, the basic model is always given, & assumptions are discussed. Reflecting the increased emphasis on computers, the Third Edition includes three additional statistical packages written for the personal computer. The authors also discuss data entry, database management, data screening, data transformations, as well as multivariate data analysis. Another new chapter focuses on log-linear analysis of multi-way frequency tables. Students in a wide range of fields-ranging from psychology, sociology, & physical sciences to public health & biomedical science-will find Computer-Aided Multivariate Analysis especially informative & enlightening.

Author : Abdelmonem A. Afifi
Publisher : Van Nostrand Reinhold Company
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.80/5 ( download)

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Download or read book Computer-aided Multivariate Analysis written by Abdelmonem A. Afifi and published by Van Nostrand Reinhold Company. This book was released on 1990 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Abdelmonem A. Afifi
Publisher :
ISBN 13 :
Total Pages : 455 pages
Book Rating : 4.06/5 ( download)

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Download or read book Computer-aided Multivariate Analysis written by Abdelmonem A. Afifi and published by . This book was released on 1999 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Abdelmonem Abdelaziz Afifi
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.12/5 ( download)

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Download or read book Computer-aided Multivariate Analysis written by Abdelmonem Abdelaziz Afifi and published by . This book was released on 1996 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 1466503246
Total Pages : 530 pages
Book Rating : 4.43/5 ( download)

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Download or read book Practical Multivariate Analysis written by Abdelmonem Afifi and published by CRC Press. This book was released on 2011-07-05 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new version of the bestselling Computer-Aided Multivariate Analysis has been appropriately renamed to better characterize the nature of the book. Taking into account novel multivariate analyses as well as new options for many standard methods, Practical Multivariate Analysis, Fifth Edition shows readers how to perform multivariate statistical

Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 1351788914
Total Pages : 418 pages
Book Rating : 4.15/5 ( download)

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Download or read book Practical Multivariate Analysis written by Abdelmonem Afifi and published by CRC Press. This book was released on 2019-10-16 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business, etc. The sixth edition has been updated with a new chapter on data visualization, a distinction made between exploratory and confirmatory analyses and a new section on generalized estimating equations and many new updates throughout. This new edition will enable the book to continue as one of the leading textbooks in the area, particularly for non-statisticians. Key Features: Provides a comprehensive, practical and accessible introduction to multivariate analysis. Keeps mathematical details to a minimum, so particularly geared toward a non-statistical audience. Includes lots of detailed worked examples, guidance on computing, and exercises. Updated with a new chapter on data visualization.

Author : Bryan F.J. Manly
Publisher : CRC Press
ISBN 13 : 1498728995
Total Pages : 227 pages
Book Rating : 4.97/5 ( download)

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Download or read book Multivariate Statistical Methods written by Bryan F.J. Manly and published by CRC Press. This book was released on 2016-11-03 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multivariate Statistical Methods: A Primer provides an introductory overview of multivariate methods without getting too deep into the mathematical details. This fourth edition is a revised and updated version of this bestselling introductory textbook. It retains the clear and concise style of the previous editions of the book and focuses on examples from biological and environmental sciences. The major update with this edition is that R code has been included for each of the analyses described, although in practice any standard statistical package can be used. The original idea with this book still applies. This was to make it as short as possible and enable readers to begin using multivariate methods in an intelligent manner. With updated information on multivariate analyses, new references, and R code included, this book continues to provide a timely introduction to useful tools for multivariate statistical analysis.

Author : D.G. Rees
Publisher : CRC Press
ISBN 13 : 1482295687
Total Pages : 384 pages
Book Rating : 4.89/5 ( download)

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Download or read book Essential Statistics written by D.G. Rees and published by CRC Press. This book was released on 2018-10-03 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introductory text for students taking a first course in statistics-in fields as diverse as engineering, business, chemistry, and biology-Essential Statistics: Fourth Edition thoroughly updates and enhances the hugely successful third edition. It presents new information on modern statistical techniques such as Analysis of Variance (ANOVA), and software such as MINITABTM for WINDOWS. An experienced former lecturer, the author communicates to students in his trademark easy-to-follow style. Keeping complex mathematical theory to a minimum, Rees presents a wealth of fully explained worked examples throughout the text. In addition, the end-of-chapter Worksheets relate to a variety of fields-enabling students to see the relevance of the numerous methods to their study areas. Essential Statistics: Fourth Edition emphasizes the principles and assumptions underlying the statistical methods, thus providing the tools needed for students to use and interpret statistical data effectively.

Author : Abdelmonem Afifi
Publisher : CRC Press
ISBN 13 : 1439816808
Total Pages : 540 pages
Book Rating : 4.06/5 ( download)

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Download or read book Practical Multivariate Analysis, Fifth Edition written by Abdelmonem Afifi and published by CRC Press. This book was released on 2011-07-05 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new version of the bestselling Computer-Aided Multivariate Analysis has been appropriately renamed to better characterize the nature of the book. Taking into account novel multivariate analyses as well as new options for many standard methods, Practical Multivariate Analysis, Fifth Edition shows readers how to perform multivariate statistical analyses and understand the results. For each of the techniques presented in this edition, the authors use the most recent software versions available and discuss the most modern ways of performing the analysis. New to the Fifth Edition Chapter on regression of correlated outcomes resulting from clustered or longitudinal samples Reorganization of the chapter on data analysis preparation to reflect current software packages Use of R statistical software Updated and reorganized references and summary tables Additional end-of-chapter problems and data sets The first part of the book provides examples of studies requiring multivariate analysis techniques; discusses characterizing data for analysis, computer programs, data entry, data management, data clean-up, missing values, and transformations; and presents a rough guide to assist in choosing the appropriate multivariate analysis. The second part examines outliers and diagnostics in simple linear regression and looks at how multiple linear regression is employed in practice and as a foundation for understanding a variety of concepts. The final part deals with the core of multivariate analysis, covering canonical correlation, discriminant, logistic regression, survival, principal components, factor, cluster, and log-linear analyses. While the text focuses on the use of R, S-PLUS, SAS, SPSS, Stata, and STATISTICA, other software packages can also be used since the output of most standard statistical programs is explained. Data sets and code are available for download from the book’s web page and CRC Press Online.