# Psychology 202b – Advanced Psychological Statistics II

• Syllabus
• Lecture Notes (updated 4/2/2019)
• Note that this file may change as the semester proceeds so print at your own risk!!
• Assignments:
• Assignment 1 — Due: 2/5/19
• R demonstration with matrices
• Assignment 2 — Due: 3/5/19
• mmpi data
• other data sources
• Assignment 3 — Due: 3/14/19
• LogisticData.txt
• Assignment 4 — Due: 4/23/19
• Cynicism data
• Hypomanic Activation data
• Rathus Assertiveness data
• Assignment 5 — Due: 5/2/2019
• subsections of output
• Assignment 6 — Due: 5/14/19
• hsb1 and also in .txt file format
• hsb2 and also in .txt file format
• This might be helpful as an instruction set
• First file we did in class
• Second file
• Third file
• Logistic Regression
• Data Files:
• MMPI
• Rlab
• Cynicism
• Hypomanic Activation
• Rathus Assertiveness
• Mplus Files:
• Example for reading in input, etc:
• Mplus Example – input
• Mplus Example – output
• Mplus Example – datafile (path.txt)
• Output from class:
• Linear Regression
• Logistic Regression
• Multinomial Logistic Regression
• Path Analysis
• Exploratory Factor Analysis
• Confirmatory Factor Analysis
• Structural Equation Modeling
• HLM:
• Example from Kreft and de Leeuw, Pg 65: Data
• Example from Kreft and de Leeuw, Pg 65: Input
• Example from Kreft and de Leeuw, Pg 65: Output
• Growth Curve Modeling without predictors
• Growth Curve Modeling with predictors under Maximum Likelihood
• Growth Curve Modeling with predictors under WLSMV
• HLM Program Files:
• How to use the HLM program (instructions for getting started)
• Data Files:
• Level-1: HSB data
• Level-2: HSB data
• Output Files:
• Model 1: Empty model
• Model 2: Level-1 predictor
• Model 3: Level-2 predictor