Rasch Measurement Theory Analysis in R

Cover
Half Title
Series Page
Title Page
Copyright Page
Contents
1. Introduction
	1.1. Overview of Rasch Measurement Theory
	1.2. Online Resources
2. Dichotomous Rasch Model
	2.1. Example Data: Transitive Reasoning Test
	2.2. Dichotomous Rasch Model Analysis with CMLE in eRm
	2.3. Dichotomous Rasch Model Analysis with MMLE in TAM
	2.4. Dichotomous Rasch Model Analysis with JMLE in TAM
	2.5. Example Results Section
	2.6. Exercise
	2.7. Supplementary Learning Materials
3. Evaluating the Quality of Measures
	3.1. Evaluating Measurement Quality from the Perspective of Rasch Measurement Theory
	3.2. Example Data: Transitive Reasoning Test
	3.3. Rasch Model Fit Analysis with CMLE in eRm
	3.4. Graphical Displays for Evaluating Model-Data Fit
	3.5. Rasch Model Fit Analysis with MMLE in TAM
	3.6. Rasch Model Fit Analysis with JMLE in TAM
	3.7. Exercise
4. Rating Scale Model
	4.1. Example Data: Liking for Science
	4.2. RSM Analysis with CMLE in eRm
	4.3. RSM Analysis with MMLE in TAM
	4.4. RSM Analysis with JMLE in TAM
	4.5. Example Results Section
	4.6. Exercise
5. Partial Credit Model
	5.1. Example Data: Liking for Science
	5.2. PCM Analysis with CMLE in eRm
	5.3. Summarize the Results in Tables
	5.4. PCM Application with MMLE in TAM
	5.5. PCM Application with JMLE in TAM
	5.6. Example Results Section
	5.7. Exercise
6. Many Facet Rasch Model
	6.1. Running the MFRM with Wide-Format Data in TAM Package
	6.2. Another Example: Running PC-MFRM with Long-Format Data using the TAM Package
	6.3. Notes on Formulations for Many-Facet Rasch Models
	6.4. Example Results Section
	6.5. Exercise
7. Basics of Differential Item Functioning
	7.1. Detecting Differential Item Functioning in R for Dichotomous Items
	7.2. Detecting Differential Item Functioning in R for Polytomous Items
	7.3. Exercise
Bibliography
Index