Useful Links
Mplus
Muthén & Muthén, statmodel.com
Mplus Demo Version
Mplus Users Guide (PDF)
Mplus Discussion
UCLA Institute for Digital Research and Education
Resources to help you learn and use Mplus
Singer & Willer ALDA (2003) examples
Making an Mplus data file from Stata or SAS or SPSS
Using Mplus from Stata, R, SPSS and SAS
Stata and Mplus
SPSS and Mplus
N2MPLUS is a free Windows software program from Daniel Soper that converts Excel and SPSS files into Mplus-compatible datasets and syntax. I have't used it but it looks very nice
SAS and Mplus
SAS code to call the use Mplus software directly within SAS (Dan McNeish)
https://sites.google.com/site/danielmmcneish/sas-to-mplus-code
R and Mplus
MplusAutomation by Michael Hallquist. Link via statamodel.com
Longitudinal Data Analysis
Latent Growth Curve Analysis: A Gentle Introduction by Acock and Li
LDA reading list from the University of Cambridge Mplus
A terrific intro paper on growth mixture modeling by Tony Jung and K. A. S. Wickram
Rens van de Schoot, Marit Sijbrandij, Sonja D. Winter, Sarah Depaoli & Jeroen K. Vermunt (2016): The GRoLTS-Checklist: Guidelines for Reporting on Latent Trajectory Studies, Structural Equation Modeling
http://dx.doi.org/10.1080/10705511.2016.1247646
Osborne's Exploratory Factor Analysis text
click here for more information
Item Response Theory
IRT Models in Mplus (www.statmodel.com)
IRT mini-turorial and Frank Baker's online IRT text from EdRes.org
John Uebersax's page on Latent Trait Analysis and IRT
Structural Equation Modeling
Jason Newsom's web page and the GSA Measurement and Research Methods Interest Group page
Alak Acock's guidelines for reporting Structural Equation Models, with references
SEMNET FAQ (structural equation modeling listserv)
Workflow
Organize your workflow using J. Scott Long's recommendations
Workshops
Advanced Psychometrics Methods Workshop (Friday Harbor Psychometrics)
Software and Utilities (Windows)
TextPad text editor, and instructions for linking with Stata from Friedrich Huebler. (Windows only)
Smartdraw is a nice line drawing program for making path diagrams
Copy file name from bullzip.com (Windows only)
Aurora from elevatorlady.ca provides a tool for preparing LaTeX equations in [MS/Open] Office documents (Windows only)