a step by step approach to using sas for factor analysis and structural equation modeling second edition

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A Step By Step Approach To Using Sas For Factor Analysis And Structural Equation Modeling Second Edition

Author : Norm O'Rourke, Ph.D., R.Psych.
ISBN : 9781629592442
Genre : Mathematics
File Size : 55. 11 MB
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This easy-to-understand guide makes SEM accessible to all users. This second edition contains new material on sample-size estimation for path analysis and structural equation modeling. In a single user-friendly volume, students and researchers will find all the information they need in order to master SAS basics before moving on to factor analysis, path analysis, and other advanced statistical procedures.

A Step By Step Approach To Using The Sas System For Factor Analysis And Structural Equation Modeling

Author : Larry Hatcher
ISBN : 1555446434
Genre : Computers
File Size : 40. 86 MB
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Packed with concrete examples, Larry Hatcher's Step-by-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling provides an introduction to more advanced statistical procedures and includes handy appendixes that give basic instruction in using SAS. Novice SAS users will find all they need in this one volume to master SAS basics and to move into advanced statistical analyses. Featured is a simple, step-by-step approach to testing structural equation models with latent variables using the CALIS procedure. The following topics are explained in easy-to-understand terms: exploratory factor analysis, principal component analysis, and developing measurement models with confirmatory factor analysis. Other topics of note include "LISREL-type" analyses with the user-friendly PROC CALIS and solving problems encountered in real-world social science research.

Sas For Monte Carlo Studies

Author : Xitao Fan
ISBN : 1590474929
Genre : Computers
File Size : 68. 96 MB
Format : PDF, Kindle
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With the advance of computing technology, Monte Carlo simulation research has become increasingly popular among quantitative researchers in a variety of disciplines. More and more, statistical methods are being subjected to rigorous empirical scrutiny in the form of statistical simulation so that their limitations and strengths can be understood. With the combination of powerful built-in statistical procedures and versatile programming capabilities, SAS is ideal for conducting Monte Carlo simulation research! Xitao Fan, Akos Felsovalyi, Stephen Sivo, and Sean Keenan's SAS for Monte Carlo Studies: A Guide for Quantitative Researchers provides detailed and practical guidance for conducting Monte Carlo studies using SAS. Quantitative researchers will find this book attractive for its practicality and for its many hands-on application examples of Monte Carlo research.

Sas System For Regression

Author : Rudolf J. Freud, Ph.D.
ISBN : 1599941414
Genre : Computers
File Size : 55. 31 MB
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Learn to perform a wide variety of regression analyses using SAS software with this example-driven favorite from SAS Publishing. With SAS System for Regression, Third Edition, you will learn the basics of performing regression analyses using a wide variety of models including nonlinear models. Other topics include performing linear regression analyses using PROC REG and diagnosing and providing remedies for data problems, including outliers and multicollinearity. Examples feature numerous SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, PRINCOMP, and others. Authors Rudolf Freund and Ramon Littell supply a helpful discussion of theory where necessary. Some knowledge of both regression and SAS are assumed. The updated third edition includes revisions, updated material, and new material. You'll find information on using SAS/INSIGHT software, regression with a binary response with emphasis on PROC LOGISTIC, and nonparametric regression (smoothing) using moving averages and PROC LOESS. Additionally, updated material throughout the book includes high-resolution PROC REG graphics output, data sets by the OUTEST option described and illustrated, and using PROC SCORE to predict another data set.

Data Preparation For Analytics Using Sas

Author : Gerhard Svolba
ISBN : 9781599943367
Genre : Computers
File Size : 49. 72 MB
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Text addresses such tasks as: viewing analytic data preparation in the context of its business environment, identifying the specifics of predictive modeling for data mart creation, understanding the concepts and considerations of data preparation for time series analysis, and using SAS procedures for scoring.

Principles And Practice Of Structural Equation Modeling Fourth Edition

Author : Rex B. Kline
ISBN : 9781462523009
Genre : Social Science
File Size : 56. 50 MB
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Emphasizing concepts and rationale over mathematical minutiae, this is the most widely used, complete, and accessible structural equation modeling (SEM) text. Continuing the tradition of using real data examples from a variety of disciplines, the significantly revised fourth edition incorporates recent developments such as Pearl's graphing theory and the structural causal model (SCM), measurement invariance, and more. Readers gain a comprehensive understanding of all phases of SEM, from data collection and screening to the interpretation and reporting of the results. Learning is enhanced by exercises with answers, rules to remember, and topic boxes. The companion website supplies data, syntax, and output for the book's examples--now including files for Amos, EQS, LISREL, Mplus, Stata, and R (lavaan). New to This Edition *Extensively revised to cover important new topics: Pearl's graphing theory and the SCM, causal inference frameworks, conditional process modeling, path models for longitudinal data, item response theory, and more. *Chapters on best practices in all stages of SEM, measurement invariance in confirmatory factor analysis, and significance testing issues and bootstrapping. *Expanded coverage of psychometrics. *Additional computer tools: online files for all detailed examples, previously provided in EQS, LISREL, and Mplus, are now also given in Amos, Stata, and R (lavaan). *Reorganized to cover the specification, identification, and analysis of observed variable models separately from latent variable models. Pedagogical Features *Exercises with answers, plus end-of-chapter annotated lists of further reading. *Real examples of troublesome data, demonstrating how to handle typical problems in analyses. *Topic boxes on specialized issues, such as causes of nonpositive definite correlations. *Boxed rules to remember. *Website promoting a learn-by-doing approach, including syntax and data files for six widely used SEM computer tools.

Strukturgleichungsmodellierung

Author : Rolf Weiber
ISBN : 9783642350122
Genre : Business & Economics
File Size : 20. 85 MB
Format : PDF
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Alle Analysen werden an einem durchgehenden Fallbeispiel konkret und transparent durchgeführt Strukturgleichungsmodelle sind in allen Wissenschaftsdisziplinen von größter Bedeutung, da sie das Standardinstrument zur empirischen Prüfung von Hypothesensystemen darstellen. Dabei stehen oftmals die Beziehungen zwischen hypothetischen Konstrukten (latenten Variablen) im Fokus des Interesses. Das Buch zeichnet den gesamten Prozess der Strukturgleichungsmodellierung von der Konzeptualisierung theoretischer Konstrukte über die Spezifikation von Messmodellen, die Reliabilitäts- und Validitätsprüfung mittels konfirmatorischer Faktorenanalyse bis hin zur Prüfung von kausalen Wirkhypothesen mittels Kovarianzstrukturanalyse sowie PLS nach. Alle Arbeitsschritte werden an einem durchgehenden Fallbeispiel unter Verwendung von SPSS, AMOS und SmartPLS veranschaulicht und jeweils konkrete Anwendungsempfehlungen gegeben. Ebenso werden weiterführende Aspekte wie die Mehrgruppenkausalanalyse, die Spezifikation reflektiver und formativer Messansätze sowie MIMIC-Modelle einsteigergerecht behandelt.

Die Geheime Sprache Der Katzen

Author : Susanne Schötz
ISBN : 9783711052476
Genre : Science
File Size : 61. 88 MB
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Kann man die Katzensprache lernen? Haben Sie sich auch schon einmal gefragt, was Ihnen Ihre Katze genau sagen möchte? Die Autorin ist der Frage mit den Methoden der Sprachwissenschaft auf den Grund gegangen. Sie stellt die ganze Bandbreite der kätzischen Lautäußerungen vor und erklärt, was sie in unterschiedlichen Situationen bedeuten können. Neben einem Schnellkurs in Katzen-Phonetik gibt sie dem Katzenfreund ganz praktische Tipps an die Hand, die er zu Hause im Umgang mit der eigenen Katze anwenden kann. Da kann es durchaus zu Überraschungen kommen. Oder auch zum besseren Verständnis. Auf jeden Fall zu einer besseren Beziehung.

The Little Sas Book

Author : Lora D. Delwiche
ISBN : UOM:39015057357579
Genre : Computers
File Size : 86. 78 MB
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Overwhelmed by too much information? Left hanging without quite enough direction? If you will find this book is just right for getting an easy, yet complete introduction to using SAS software. This task-oriented handbook presents SAS software in a format that is inviting and convenient. Each task is presented in a self-contained two-page layout complete with examples, graphics, and cross-references to other SAS software documentation. Topics range from concepts of the SAS language to using basic statistical procedures and debugging programs. The modular and concise format makes this an ideal tutorial for concentrated study and a great quick reference for particular tasks. Beginning and elementary users will be pleasantly surprised by this unusually appalling approach to mastering basic programming tasks such as inputting data, modifying and combining data sets, and summering and presenting data with the MEANS, PLOT, FREQ, and PRINT procedures. The beginner will also learn about more advanced topics such as arrays, RETAIN statements, and transport data sets.

The How To Book For Sas Graph Software

Author : Thomas Miron
ISBN : IND:30000125313985
Genre : Computers
File Size : 69. 10 MB
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If you've ever stuffed "cheat sheets" into your reference documentation to guide you through specific tasks that the book never describes in detail, you'll appreciate the approach of this how-to book. Self-contained chapters lead you through tasks that SAS/GRAPH software users typically need to perform. The book features many graphical examples and programs and helps you interpret the steps your SAS code follows to produce results. Readers with basic SAS/GRAPH software experience who are looking for tips on particular tasks or computing problems will easily find just the sections they need. The book is also an ideal resource for students who need an example-packed supplement to their computing textbooks.

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