Multilevel Modeling: An Author-Supported Website for Learning & Instruction

Resources


Misc. Topics,Tools, Online, Software

Misc. Topics of Interest for Further Reading

bulletpt An Example for Estimating Level-2 Intercept Reliabilities in SPSS. Ronald Heck developed this handout for his EDEP 606: Multivariate Methods (F2016) class. || .docx file || .pdf file||

bulletpt Categorical Variables in Logistic Regression Models. Ronald Heck developed this handout for his EDEP 606: Multivariate Methods (S2015) class.
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bulletpt Comparing Several Centering Strategies in Multilevel Models. Ronald Heck developed this handout for his EDEP 606: Multivariate Methods (F2016) class.
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.docx file || .pdf file||

bulletpt Conducting Multi-Parameter Tests Between Nested Models in SPSS by Ronald Heck
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bulletpt An Example for Estimating Level-2 Intercept Reliabilities in SPSS by Ronald Heck
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.docx file || .pdf file||
Data Set  || L2 intercept reliabilities example.zip ||

bulletpt Example of a Three-Level Dichotomous Outcome Model by Ronald Heck
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.doc file || .pdf file||
Data Set  || readprof threelevel.zip ||

bulletpt An Introduction to Multilevel Modeling with SEM (Revised 2-2016). Ronald Heck updated this book chapter (originally titled Multilevel Modeling in SEM) which appeared in New Developments and Techniques in Structural Equation Modeling by G. Marcoulides and R. Schumacker (pp. 89-128) published in 2001 by Lawrence Erlbaum: Mahwah, NJ.The revised chapter is meant to serve as an informative and helpful reference for learning about SEM and using the Mplus software application.
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.docx file || .pdf file||
Data Set  || IntroMLM-SEMdatasets.zip ||

bulletpt Missing Data. Ronald Heck developed two handouts on missing data for his EDEP 606: Multivariate Methods (F2015 and S2014 ) class. The handouts and accompanying data sets are:
Some Thoughts on Missing Data (rev. November 16, 2015)  || .doc file || .pdf file ||
Example Using Missing Data
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.doc file || .pdf file||
Data Sets  || datasets.zip ||

bulletpt Procedure for Recoding Level-2 Identifier for Multilevel Models for Continuous and Categorical Outcomes by Ronald Heck
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.doc file || .pdf file||
Data Set  || level2 identifier recode.zip ||

bulletpt Reciprocal Effects Models and Models with Correlated Outcomes. This handout was developed by Ronald Heck in response to a question from a student in the EDEP 606 (F2015): Multivariate Methods graduate-level class.
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.doc file || .pdf file||
Data Set  || EmployeeData.zip ||

bulletpt Review of Multiple Regression. This handout was developed by Ronald Heck for his EDEA 606 (F2015): Multivariate Methods graduate-level class.
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.doc file || .pdf file||


Tools

bulletpt Generate APA-style output tables. Instructions for installing pre-formatted .stt files to automatically generate APA-style output tables in IBM SPSS may be downloaded here.

bulletpt SPSS Tip: Change the Look of GENLIN MIXED Output. If you are using SPSS version 21 or later you can change the view of the output tables in GENLINMIXED from individual fixed graphic displays to one continuous text-based output.
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Online

Mplus and Latent Variable Analysis

Longitudinal Data Analysis

Multilevel Modeling

 

Software