عنوان

Data analysis with Mplus /

شابک

1462502458 (pbk. : acid-free paper)

شابک

1462507824 (cloth : acid-free paper)

شابک

9781462502455 (pbk. : acid-free paper)

شابک

9781462507825 (cloth : acid-free paper)

شماره

dltt

عنوان اصلي

Data analysis with Mplus /

نام عام مواد

[Book]

نام نخستين پديدآور

Christian Geiser

نام خاص و کميت اثر

xiii, 305 pages :

ساير جزييات

ill. ;

ابعاد

24 cm

عنوان فروست

Methodology in the social sciences

متن يادداشت

Includes bibliographical references (pages 285-291) and indexes

متن يادداشت

Machine generated contents note: 1. Data Management in SPSS -- 1.1 Coding Missing Values -- 1.2 Exporting an ASCII Data File for Mplus -- 2. Reading Data into Mplus -- 2.1 Importing and Analyzing Individual Data (Raw Data) -- 2.1.1 Basic Structure of the Mplus Syntax and Basic Analysis -- 2.1.2 Mplus Output for Basic Analysis -- 2.2 Importing and Analyzing Summary Data (Covariance or Correlation Matrices) -- 3. Linear Structural Equation Models -- 3.1 What are Linear SEMs? -- 3.2 Simple Linear Regression Analysis with Manifest Variables -- 3.3 Latent Regression Analysis -- 3.4 Confirmatory Factor Analysis -- 3.4.1 First-Order CFA -- 3.4.2 Second-Order CFA -- 3.5 Path Models and Mediator Analysis -- 3.5.1 Introduction and Manifest Path Analysis -- 3.5.2 Manifest Path Analysis in Mplus -- 3.5.3 Latent Path Analysis -- 3.5.4 Latent Path Analysis in Mplus -- 4. Structural Equation Models for Measuring Variability and Change -- 4.1 Latent State Analysis -- 4.1.1 LS versus LST Models -- 4.1.2 Analysis of LS Models in Mplus -- 4.1.3 Modeling Indicator-Specific Effects -- 4.1.4 Testing for Measurement Invariance across Time -- 4.2 LST Analysis -- 4.3 Autoregressive Models -- 4.3.1 Manifest Autoregressive Models -- 4.3.2 Latent Autoregressive Models -- 4.4 Latent Change Models -- 4.5 Latent Growth Curve Models -- 4.5.1 First-Order LGCMs -- 4.5.2 Second-Order LGCMs -- 5. Multilevel Regression Analysis -- 5.1 Introduction to Multilevel Analysis -- 5.2 Specification of Multilevel Models in Mplus -- 5.3 Option two level basic -- 5.4 Random Intercept Models -- 5.4.1 Null Model (Intercept-Only Model) -- 5.4.2 One-Way Random Effects of ANCOVA -- 5.4.3 Means-as-Outcomes Model -- 5.5 Random Intercept and Slope Models -- 5.5.1 Random Coefficient Regression Analysis -- 5.5.2 Intercepts-and-Slopes-as-Outcomes Model -- 6. Latent Class Analysis -- 6.1 Introduction to Latent Class Analysis -- 6.2 Specification of LCA Models in Mplus -- 6.3 Model Fit Assessment and Model Comparisons -- 6.3.1 Absolute Model Fit -- 6.3.2 Relative Model Fit -- 6.3.3 Interpretability -- Appendix A: Summary of Key Mplus Commands Discussed in This Book -- Appendix B: Common Mistakes in the Mplus Input Setup and Troubleshooting -- Appendix C: Further Readings

بدون عنوان

8

متن يادداشت

"A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts. The author shows how to prepare a data set for import in Mplus using SPSS. He explains how to specify different types of models in Mplus syntax and address typical caveats--for example, assessing measurement invariance in longitudinal SEMs. Coverage includes path and factor analytic models as well as mediational, longitudinal, multilevel, and latent class models. Specific programming tips and solution strategies are presented in boxes in each chapter. The companion website features data sets, annotated syntax files, and output for all of the examples. Of special utility to instructors and students, many of the examples can be run with the free demo version of Mplus"--

عنوان قراردادي

Datenanalyse mit Mplus.

زبان(وقتي جزئي از عنوان قراردادي باشد)

English

موضوع مستند نشده

Mplus

موضوع مستند نشده

Multivariate analysis-- Data processing

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Geiser, Christian

تاريخ عمليات

20121231231233.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y