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E-book
Author Lehman, Ann.

Title JMP for basic univariate and multivariate statistics : methods for researchers and social scientists / Ann Lehman, Norm O'Rourke, Larry Hatcher, and Edward J. Stepanski
Edition Second edition
Published Cary, N.C. : SAS Institute, ©2013

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Description 1 online resource
Contents Basic concepts in research and data analysis -- Getting started with JMP -- Working with JMP data -- Exploring data with the distribution platform -- Measures of bivariate association -- Assessing scale reliability with coefficient alpha -- t-Tests: independent samples and paired samples -- One-way ANOVA with one between-subjects factor -- Factorial ANOVA with two between-subjects factors -- Multivariate analysis of variance (MANOVA) with one between-subjects factor -- One-way ANOVA with one repeated-measure factor -- Factorial ANOVA with repeated-measures factors and between-subjects factors -- Multiple regression -- Principal component analysis
Summary Annotation Learn how to manage JMP data and perform the statistical analyses most commonly used in research in the social sciences and other fields with JMP for Basic Univariate and Multivariate Statistics: Methods for Researchers and Social Scientists, Second Edition. Updated for JMP 10 and including new features on the statistical platforms, this book offers clearly written instructions to guide you through the basic concepts of research and data analysis, enabling you to easily perform statistical analyses and solve problems in real-world research. Step by step, you'll discover how to obtain descriptive and inferential statistics, summarize results clearly in a way that is suitable for publication, perform a wide range of JMP analyses, interpret the results, and more. Topics include screening data for errors selecting subsets computing the coefficient alpha reliability index (Cronbach's alpha) for a multiple-item scale performing bivariate analyses for all types of variables performing a one-way analysis of variance (ANOVA), multiple regression, and a one-way multivariate analysis of variance (MANOVA) Advanced topics include analyzing models with interactions and repeated measures. There is also comprehensive coverage of principle components with emphasis on graphical interpretation. This user-friendly book introduces researchers and students of the social sciences to JMP and to elementary statistical procedures, while the more advanced statistical procedures that are presented make it an invaluable reference guide for experienced researchers as well. This book is part of the SAS Press program
Bibliography Includes bibliographical references and index
Notes English
Print version record
SUBJECT JMP (Computer file) http://id.loc.gov/authorities/names/n97119732
JMP (Computer file) blmlsh
JMP (Computer file) fast
Subject Mathematical statistics -- Data processing.
Multivariate analysis.
Social sciences -- Research.
Multivariate Analysis
MATHEMATICS -- Probability & Statistics -- General.
Mathematical statistics -- Data processing
Multivariate analysis
Social sciences -- Research
Form Electronic book
Author O'Rourke, Norm, author.
Hatcher, Larry, author.
Stepanski, Edward J., author.
SAS Institute.
ISBN 9781612906256
1612906257