​​​Books

 

 Geiser, Christian. 2013. Data Analysis with Mplus. New York, NY: The Guilford Press.

 

 Byrne, Barbara M. 2012. Structural Equation Modeling With Mplus: Basic Concepts, Applications, and

      Programming. New York, NY: Routledge. 

 

 Heck, Ronald H. and Scott L. Thomas. 2009. An Introduction to Multilevel Modeling

      Techniques. 2nd ed. New York, NY: Routledge.  

 

 Hox, Joop J. 2010. Multilevel Analysis: Techniques and Applications. 2nd ed. New York, NY: Routledge.



Data Analysis with Mplus - Christian Geiser
​Chapter ​Chapter Title Mplus​ ​STATA SPSS​
Ch 1 Data Management in SPSS​ X​
​Ch 2 Reading Data into Mplus​ X
​Ch 3 ​Linear Structural Equation Models ​X
​Ch 4 ​Structural Equation Models for Measuring Variability and Change ​X
​Ch 5 ​Multilevel Regression Analysis X
​Ch 6 ​Latent Class Analysis ​X ​​
 
 
Structural Equation Modeling with Mplus - Barbara Byrne
​Chapter Chapter Title​ ​Mplus ​STATA SPSS​
​​Ch 1 ​Structural Equation Models: The Basics​
​Ch 2 ​Using the Mplus Program ​
Ch 3​ Testing the Factorial Validity of a Theoretical Construct: First-Order Confirmatory Factor Analysis Model X​​ X X​
Ch 4​ Testing the Factorial Validity of Scores From a Measuring Instrument: First-Order Confirmatory Factor Analysis
​​X​​​​​
​X
Ch 5 Testing the Factorial Validity of Scores From a Measuring Instrument: Second-Order Confirmatory Factor Analysis ​ X
Ch 6​ Testing the Validity of a Causal Structure: Full Structural Equation Model​ X ​​
Ch 7​ ​Testing the Factorial Equivalence of a Measuring Instrument: Analysis of Covariance​ Structures ​X ​​
Ch 8​ ​Testing of the Equivalence of Latent Factor Means: Analysis of Mean and Covariance Structures X
Ch 9​ ​Testing the Equivalence of a Causal Structure: Full Structural Equation Model X
Ch 10​ ​Testing Evidence of Construct Validity: The Multitrait-Multimethod Model X
Ch 11​ ​Testing Change Over Time: The Latent Growth Curve Model ​X X
Ch 12​ ​Testing Within- and Between-level Variability: The Multilevel Model X
 ​​​ 

An Introduction to Multilevel Modeling Techniques - Heck & Thomas
​Chapter Chapter Title​ Mplus​ ​STATA SPSS​
​Ch 1 Introduction ​ X​ X​​
​Ch 2 ​Investigating Organizational Structures, Processes, and Outcomes X
​Ch 3 ​Development of Multilevel Modeling Techniques X ​X​
​Ch 4 ​Multilevel Regression Models X
​Ch 5 ​Defining Multilevel Latent Variables X
​Ch 6 ​Multilevel Structural Equation Models X
​Ch 7 ​Multilevel Longitudinal Analysis ​X
​Ch 8 ​Multilevel Models with Categorical Variables X ​X
 

 Multilevel Analysis: Techniques and Applications - Joop J. Hox

Chapter​ Chapter Title​ Mplus​​ ​STATA SPSS​
​Ch 1 Introduction to Multilevel Analysis ​
​Ch 2 ​The Basic Two-level Regression Model ​X X X
​Ch 3 ​Estimation and Hypothesis Testing in Multilevel Regression
​Ch 4 ​Some Important Methodological and Statistical Issues X X​ X​
​Ch 5 ​Analyzing Longitudinal Data
​Ch 6 ​The Multilevel Generalized Linear Model for Dichotomous Data and Proportions ​​X ​​X
​Ch 7 ​The Multilevel Generalized Linear Model for Categorical and Count Data ​X X
​Ch 8 ​Multilevel Survival Analysis
​Ch 9 ​Cross-Classified Multilevel Models X X X
​Ch 10 ​Multivariate Multilevel Regression Models ​X X X
​Ch 11 ​The Multilevel Approach to Meta-Analysis
​Ch 12 ​Sample Sizes and Power Analysis in Multilevel Regression
​Ch 13 ​Advanced Issues in Estimation Testing
​Ch 14 ​Multilevel Factor Models X X​ X​
​Ch 15 ​Multilevel Path Models X
​Ch 16 ​Latent Curve Models X

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