Handbook Of Univariate And Multivariate Data Analysis With Ibm Spss Second Edition

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Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition

Author : Robert Ho
Publisher : CRC Press
ISBN 13 : 1439890218
Total Pages : 588 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition by : Robert Ho

Download or read book Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition written by Robert Ho and published by CRC Press. This book was released on 2013-10-25 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition explains how to apply statistical tests to experimental findings, identify the assumptions underlying the tests, and interpret the findings. This second edition now covers more topics and has been updated with the SPSS statistical package for Windows. New to the Second Edition Three new chapters on multiple discriminant analysis, logistic regression, and canonical correlation New section on how to deal with missing data Coverage of tests of assumptions, such as linearity, outliers, normality, homogeneity of variance-covariance matrices, and multicollinearity Discussions of the calculation of Type I error and the procedure for testing statistical significance between two correlation coefficients obtained from two samples Expanded coverage of factor analysis, path analysis (test of the mediation hypothesis), and structural equation modeling Suitable for both newcomers and seasoned researchers in the social sciences, the handbook offers a clear guide to selecting the right statistical test, executing a wide range of univariate and multivariate statistical tests via the Windows and syntax methods, and interpreting the output results. The SPSS syntax files used for executing the statistical tests can be found in the appendix. Data sets employed in the examples are available on the book’s CRC Press web page.

Handbook of Univariate and Multivariate Data Analysis with IBM SPSS

Author : Robert Ho
Publisher : CRC Press
ISBN 13 : 1439890226
Total Pages : 600 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook of Univariate and Multivariate Data Analysis with IBM SPSS by : Robert Ho

Download or read book Handbook of Univariate and Multivariate Data Analysis with IBM SPSS written by Robert Ho and published by CRC Press. This book was released on 2013-10-25 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the same accessible, hands-on approach as its best-selling predecessor, the Handbook of Univariate and Multivariate Data Analysis with IBM SPSS, Second Edition explains how to apply statistical tests to experimental findings, identify the assumptions underlying the tests, and interpret the findings. This second edition now covers more topics

Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS

Author : Robert Ho
Publisher : CRC Press
ISBN 13 : 1420011111
Total Pages : 426 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS by : Robert Ho

Download or read book Handbook of Univariate and Multivariate Data Analysis and Interpretation with SPSS written by Robert Ho and published by CRC Press. This book was released on 2006-03-24 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many statistics texts tend to focus more on the theory and mathematics underlying statistical tests than on their applications and interpretation. This can leave readers with little understanding of how to apply statistical tests or how to interpret their findings. While the SPSS statistical software has done much to alleviate the frustrations of s

Himalayan Quality of Life

Author : Benjamin L. Saitluanga
Publisher : Springer
ISBN 13 : 3319537806
Total Pages : 143 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Himalayan Quality of Life by : Benjamin L. Saitluanga

Download or read book Himalayan Quality of Life written by Benjamin L. Saitluanga and published by Springer. This book was released on 2017-04-18 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is a study of intra-urban inequality in quality of life (QOL) in Aizawl city. The main objectives of the study include analysis of processes and patterns of social differentiation along the three-dimensional space of Aizawl city as well as analysis of spatial inequality in QOL at the lowest administrative structure of the city. An investigation into spatial pattern of residential differentiation was done at both horizontal and vertical spaces. Spatial variation in well-being of residents of Aizawl city and the quality of their immediate environment was also studied by taking both objective and subjective indicators. The study employed a number of descriptive, inferential and multivariate statistical techniques including correlation, factor analysis, principal component analysis, cluster analysis and spatial autocorrelation methods like Moran’s I and Local Indicators of Spatial Association (LISA). Mapping techniques and graphical methods like Choropleth map, histogram and line graph were also used. With the help of factor analysis, the social space of Aizawl city was found to be differentiated along socio-economic status, family status, household size status, workers status and ethnic status. The most important factor determining residential differentiation was socio-economic status. Choropleth map of factor scores reveals that the inner city localities were dominated by high socio-economic class while poorer people dominated the peripheries. Non-local ethnic minorities were few but concentrated in some adjoining peripheral localities as well as in inner city localities which have been inhabited by their ancestors since the colonial period. Vertical pattern of residential differentiation was also analyzed by taking income variable as a proxy of socio-economic status. Multi-storey buildings in Aizawl city were co-inhabited by both richer people and poorer people. The richer people were found at the top floors while the poorer people occupied the basement floors. Normally, the owners of the buildings were found at the top floors while the basement floors were dominated by the renters. Spatial variation in QOL was measured with the help of principal component analysis as a weighting technique by taking variables pertaining to both objective and subjective QOL dimensions. The values of composite QOL index showed that the central localities have scored better than their peripheral counterparts. Correlation analysis of the relationship between objective indicators and subjective indicators provided a low positive value indicating the absence of relationship between the two dimensions of quality of life. Spatial autocorrelation analysis was also performed to see the pattern of clustering of spatially weighted QOL variables across Local Councils. With the help of Global Moran’s I, spatial clusters and spatial outliers were observed for objective dimension of QOL within the study area. The value of Moran’s I was found to be insignificant for subjective QOL dimension indicating the absence of significant pattern of clustering. The study also identified 7 social areas of Aizawl city on the basis of factor scores and composite scores of QOL variables calculated for all Local Councils. The identification of clusters was taken out with the help of hierarchical clustering method of cluster analysis. These clusters were labeled appropriate names and their characteristics were described in detail. The thesis concluded with recommendation of designating these social areas as ‘social development planning zones’ for obtaining inclusive development.

Modern Multivariate Statistical Techniques

Author : Alan J. Izenman
Publisher : Springer Science & Business Media
ISBN 13 : 0387781897
Total Pages : 757 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Modern Multivariate Statistical Techniques by : Alan J. Izenman

Download or read book Modern Multivariate Statistical Techniques written by Alan J. Izenman and published by Springer Science & Business Media. This book was released on 2009-03-02 with total page 757 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book on multivariate analysis to look at large data sets which describes the state of the art in analyzing such data. Material such as database management systems is included that has never appeared in statistics books before.

Applied Data Analysis

Author : Seohee Park
Publisher : 서희아카데미
ISBN 13 :
Total Pages : 165 pages
Book Rating : 4.1/5 (971 download)

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Book Synopsis Applied Data Analysis by : Seohee Park

Download or read book Applied Data Analysis written by Seohee Park and published by 서희아카데미. This book was released on 2020-09-01 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will help you gain a master of business administration (MBA) degree. Think you’ve got what it takes to become a future leader? An MBA could help you achieve those goals. Intensive, competitive and highly respected, the Master of Business Administration (MBA) is an elite professional qualification. This book provides best reports with good grades. Reading the papers, you can get a sense of how to write a good paper to get good grades. This is a book that tells you how to get good grades on MBA courses in the U.S. For the MBA course, students have to take a total of 36 credits. Each class is worth 3 credits and the students should take 12 classes. It's a series of 12 books, one book for each subject. This book is a collection of best answers for the "Applied Data Analysis" subject.

IBM SPSS by Example

Author : Alan C. Elliott
Publisher : SAGE Publications
ISBN 13 : 1483319040
Total Pages : 278 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis IBM SPSS by Example by : Alan C. Elliott

Download or read book IBM SPSS by Example written by Alan C. Elliott and published by SAGE Publications. This book was released on 2014-12-31 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The updated Second Edition of Alan C. Elliott and Wayne A. Woodward’s "cut to the chase" IBM SPSS guide 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. This one-stop reference provides succinct guidelines for performing an analysis using SPSS software, avoiding pitfalls, interpreting results, and reporting outcomes. Written from a practical perspective, IBM SPSS by Example, Second Edition provides a wealth of information—from assumptions and design to computation, interpretation, and presentation of results—to help users save time, money, and frustration.

Social Science Research Design and Statistics

Author : Alfred P. Rovai
Publisher :
ISBN 13 : 9780978718695
Total Pages : 540 pages
Book Rating : 4.7/5 (186 download)

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Book Synopsis Social Science Research Design and Statistics by : Alfred P. Rovai

Download or read book Social Science Research Design and Statistics written by Alfred P. Rovai and published by . This book was released on 2012-09-01 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book integrates social science research methods and the descriptions of 46 univariate, bivariate, and multivariate tests to include a description of the purpose, assumptions, example research question and hypothesis, SPSS procedure, and interpretation of SPSS output for each test. Included throughout the book are various sidebars highlighting key points, images and SPSS screenshots to assist understanding the material presented, self-test reviews at the end of each chapter, a decision tree to facilitate identification of the proper statistical test, examples of SPSS output with accompanying analysis and interpretations, links to relevant web sites, and a comprehensive glossary. Underpinning all these features is a concise, easy to understand explanation of the material.

Research Methods for Political Science

Author : David E. McNabb
Publisher : Routledge
ISBN 13 : 1000316599
Total Pages : 477 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Research Methods for Political Science by : David E. McNabb

Download or read book Research Methods for Political Science written by David E. McNabb and published by Routledge. This book was released on 2020-12-30 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of Research Methods for Political Science retains its effective approach to helping students learn what to research, why to research and how to research. The text integrates both quantitative and qualitative approaches to research in one volume and covers such important topics as research design, specifying research problems, designing questionnaires and writing questions, designing and carrying out qualitative research and analyzing both quantitative and qualitative research data. Heavily illustrated, classroom tested, exceptionally readable and engaging, the text presents statistical methods in a conversational tone to help students surmount "math phobia." Updates to this new edition include: Research topics chapters have been upgraded and expanded. Two mixed methods design chapters have been added. A new chapter on hermeneutic analysis designs and research with large data sets. The chapter on multivariate statistics has been expanded, with an expanded discussion on logistic regression. Tools on how to prepare and present research findings are now featured in the appendix, allowing instructors more flexibility when teaching their courses. Research Methods for Political Science will give students the confidence and knowledge they need to understand the methods and basics skills for data collection, presentation and analysis.

Research Methods in Public Administration and Nonprofit Management

Author : David E. McNabb
Publisher : Routledge
ISBN 13 : 1351721488
Total Pages : 578 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Research Methods in Public Administration and Nonprofit Management by : David E. McNabb

Download or read book Research Methods in Public Administration and Nonprofit Management written by David E. McNabb and published by Routledge. This book was released on 2017-09-11 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrates quantitative, qualitative, and mixed methods approaches, as well as specific up-to-date instruction in the use of statistical software programs such as Excel and SPSS. Pays equal attention to qualitative and quantitative approaches, and is the only book for Public Administration research methods with a dedicated, 4-chapter section on mixed methodologies, exploring fundamentals, research design, data collection, and analyzing and interpreting findings. Contains a new, dedicated chapter on Big Data research, all new exhibits and examples throughout the book, a new companion website to accompany the book containing PowerPoint slides for each chapter, and new exhibits, tables, figures, and exercises, as well as key terms and discussion questions at the end of each chapter. As with past editions, the 4e will be beloved by student and professors alike for its exceptional clarity, accessibility, and plentiful illustrations.

Applied Multivariate Research

Author : Lawrence S. Meyers
Publisher : SAGE Publications
ISBN 13 : 1506329780
Total Pages : 938 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Applied Multivariate Research by : Lawrence S. Meyers

Download or read book Applied Multivariate Research written by Lawrence S. Meyers and published by SAGE Publications. This book was released on 2016-10-28 with total page 938 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using a conceptual, non-mathematical approach, the updated Third Edition provides full coverage of the wide range of multivariate topics that graduate students across the social and behavioral sciences encounter. Authors Lawrence S. Meyers, Glenn Gamst, and A. J. Guarino integrate innovative multicultural topics in examples throughout the book, which include both conceptual and practical coverage of: statistical techniques of data screening; multiple regression; multilevel modeling; exploratory factor analysis; discriminant analysis; structural equation modeling; structural equation modeling invariance; survival analysis; multidimensional scaling; and cluster analysis.

Applied Multivariate Statistics for the Social Sciences

Author : Keenan A. Pituch
Publisher : Routledge
ISBN 13 : 1317805925
Total Pages : 814 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis Applied Multivariate Statistics for the Social Sciences by : Keenan A. Pituch

Download or read book Applied Multivariate Statistics for the Social Sciences written by Keenan A. Pituch and published by Routledge. This book was released on 2015-12-07 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its 6th edition, the authoritative textbook Applied Multivariate Statistics for the Social Sciences, continues to provide advanced students with a practical and conceptual understanding of statistical procedures through examples and data-sets from actual research studies. With the added expertise of co-author Keenan Pituch (University of Texas-Austin), this 6th edition retains many key features of the previous editions, including its breadth and depth of coverage, a review chapter on matrix algebra, applied coverage of MANOVA, and emphasis on statistical power. In this new edition, the authors continue to provide practical guidelines for checking the data, assessing assumptions, interpreting, and reporting the results to help students analyze data from their own research confidently and professionally. Features new to this edition include: NEW chapter on Logistic Regression (Ch. 11) that helps readers understand and use this very flexible and widely used procedure NEW chapter on Multivariate Multilevel Modeling (Ch. 14) that helps readers understand the benefits of this "newer" procedure and how it can be used in conventional and multilevel settings NEW Example Results Section write-ups that illustrate how results should be presented in research papers and journal articles NEW coverage of missing data (Ch. 1) to help students understand and address problems associated with incomplete data Completely re-written chapters on Exploratory Factor Analysis (Ch. 9), Hierarchical Linear Modeling (Ch. 13), and Structural Equation Modeling (Ch. 16) with increased focus on understanding models and interpreting results NEW analysis summaries, inclusion of more syntax explanations, and reduction in the number of SPSS/SAS dialogue boxes to guide students through data analysis in a more streamlined and direct approach Updated syntax to reflect newest versions of IBM SPSS (21) /SAS (9.3) A free online resources site at www.routledge.com/9780415836661 with data sets and syntax from the text, additional data sets, and instructor’s resources (including PowerPoint lecture slides for select chapters, a conversion guide for 5th edition adopters, and answers to exercises) Ideal for advanced graduate-level courses in education, psychology, and other social sciences in which multivariate statistics, advanced statistics, or quantitative techniques courses are taught, this book also appeals to practicing researchers as a valuable reference. Pre-requisites include a course on factorial ANOVA and covariance; however, a working knowledge of matrix algebra is not assumed.

Multichannel Commerce

Author : Manuel Trenz
Publisher : Springer
ISBN 13 : 3319161156
Total Pages : 164 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Multichannel Commerce by : Manuel Trenz

Download or read book Multichannel Commerce written by Manuel Trenz and published by Springer. This book was released on 2015-03-23 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book takes an in-depth look at consumer behavior in the context of multichannel commerce and explores how the convergence of physical and electronic channels influences consumer decision-making in a multichannel environment. In this regard, it goes far beyond explaining choices between online and offline sales channels, instead providing insights into how the interplay between different channel types is valued by different consumer types and for different products. The book extends previous conceptualizations of multichannel commerce to reflect and incorporate recent technological advances. The results provide valuable guidelines on how, why and when multichannel integration services can be exploited by classical retailers, helping them to compete with their purely online competitors on the internet.

The Route Towards Global Sustainability

Author : Pardeep Singh
Publisher : Springer Nature
ISBN 13 : 3031104374
Total Pages : 429 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis The Route Towards Global Sustainability by : Pardeep Singh

Download or read book The Route Towards Global Sustainability written by Pardeep Singh and published by Springer Nature. This book was released on 2023-03-11 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume discusses topics of global sustainability involving sustainability indicators, stakeholders' participation, and technological and strategic advances with the goal of "thinking locally to act globally". Scientists, academics, policymakers, and planners are currently focused on escalating global socioeconomic and ecological issues, such as rising inequality, adverse anthropogenic impacts on the environment, and deficiencies in natural resources. These variables are pushing the earth system's resistance capacity past its breaking point, with additional pressures incurred by a global pandemic. Therefore, this book looks to impart knowledge on participatory learning action research for human and environmental health and well-being. Sustainable development planning and management are needed in these pressing circumstances, and they necessitate an analytical interpretation of ongoing processes, current and future challenges, and an understanding of available tools and technologies. The main sections of the book focus on challenges and management practices for global sustainability, promoting educational values, smart initiatives in urban contexts, and integrating emerging sustainability dimensions in policies and legislation. The primary audience for the work is policy makers, urban planners, social scientists, economists, NGOs, and students, researchers, and educators engaged in environmental social science and sustainability management.

An Introduction to Categorical Data Analysis

Author : Alan Agresti
Publisher : John Wiley & Sons
ISBN 13 : 1119405270
Total Pages : 393 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 393 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.

Handbook of Regression Analysis With Applications in R

Author : Samprit Chatterjee
Publisher : John Wiley & Sons
ISBN 13 : 1119392373
Total Pages : 384 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Handbook of Regression Analysis With Applications in R by : Samprit Chatterjee

Download or read book Handbook of Regression Analysis With Applications in R written by Samprit Chatterjee and published by John Wiley & Sons. This book was released on 2020-08-18 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook and reference guide for students and practitioners of statistical regression-based analyses in R Handbook of Regression Analysis with Applications in R, Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors’ thorough treatment of “classical” regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data. The book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include: Regularization methods Smoothing methods Tree-based methods In the new edition of the Handbook, the data analyst’s toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website. Of interest to undergraduate and graduate students taking courses in statistics and regression, the Handbook of Regression Analysis will also be invaluable to practicing data scientists and statisticians.

Applied MANOVA and Discriminant Analysis

Author : Carl J. Huberty
Publisher : John Wiley & Sons
ISBN 13 : 0471789461
Total Pages : 524 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Applied MANOVA and Discriminant Analysis by : Carl J. Huberty

Download or read book Applied MANOVA and Discriminant Analysis written by Carl J. Huberty and published by John Wiley & Sons. This book was released on 2006-05-12 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete introduction to discriminant analysis--extensively revised, expanded, and updated This Second Edition of the classic book, Applied Discriminant Analysis, reflects and references current usage with its new title, Applied MANOVA and Discriminant Analysis. Thoroughly updated and revised, this book continues to be essential for any researcher or student needing to learn to speak, read, and write about discriminant analysis as well as develop a philosophy of empirical research and data analysis. Its thorough introduction to the application of discriminant analysis is unparalleled. Offering the most up-to-date computer applications, references, terms, and real-life research examples, the Second Edition also includes new discussions of MANOVA, descriptive discriminant analysis, and predictive discriminant analysis. Newer SAS macros are included, and graphical software with data sets and programs are provided on the book's related Web site. The book features: Detailed discussions of multivariate analysis of variance and covariance An increased number of chapter exercises along with selected answers Analyses of data obtained via a repeated measures design A new chapter on analyses related to predictive discriminant analysis Basic SPSS(r) and SAS(r) computer syntax and output integrated throughout the book Applied MANOVA and Discriminant Analysis enables the reader to become aware of various types of research questions using MANOVA and discriminant analysis; to learn the meaning of this field's concepts and terms; and to be able to design a study that uses discriminant analysis through topics such as one-factor MANOVA/DDA, assessing and describing MANOVA effects, and deleting and ordering variables.