[05/26/2024] Psychometrics with R
Contents Outline
Classical Test Theory
Generalizability Theory
Factor Analytic Approach in Measurement
Item Response Theory for Dichotomous
Item Response Theory for Dischotomous Items
Item Response Theory for Polutomous Items
Multidimensional Item Response Theory
Explanatory Item Response Theory
Visualizating Data and Measurement Models
Equating
Measurement Invariance and Differential Item Functioning
More Advacned Topics in Measurement
Network Psychometrics with R: A Guide for Behavioral and Social Scientists
Descriptive Analysis of Network Structures
Constructing and Drawing Networks in qgraph
Association and Conditional Independence
Pairwise Markov Random Fields
Estimating Network Sturctures using Model Selection
Network Stability, Comparison, and Replicability
Longitudinal Design Choices: Relating Data to Analysis
Network Estimation from Time Series and Panel Data
Modeling Change in Networks
Causal Inference
Idealized Modeling of Psychological Dynamics
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