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psychotools (version 0.4-0)

Infrastructure for Psychometric Modeling

Description

Infrastructure for psychometric modeling such as data classes (for item response data and paired comparisons), basic model fitting functions (for Bradley-Terry, Rasch, partial credit, rating scale, multinomial processing tree models), extractor functions for different types of parameters (item, person, threshold, discrimination), unified inference and visualizations, and various datasets for illustration. Intended as a common lightweight and efficient toolbox for psychometric modeling and a common building block for fitting psychometric mixture models in package "psychomix" and psychometric tree models in package "psychotree".

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Version

Install

install.packages('psychotools')

Monthly Downloads

2,105

Version

0.4-0

License

GPL-2 | GPL-3

Maintainer

Achim Zeileis

Last Published

January 20th, 2015

Functions in psychotools (0.4-0)

SoundQuality

Quality of Multichannel Reproduced Sound
predict.pcmodel

Predict Methods for Item Response Models
VerbalAggression

Situation-Response Questionnaire on Verbal Aggression
MemoryDeficits

Memory Deficits in Psychiatric Patients
piplot

Person-Item Plots for IRT Models
plot.raschmodel

Visualizing IRT Models
infoplot

Information Plots for IRT Models
subset.paircomp

Subsetting/Reordering Paired Comparison Data
paircomp

Data Structure for Paired Comparisons
anchortest

Anchor methods for the detection of uniform DIF the Rasch model
profileplot

Profile Plots for IRT Models
YouthGratitude

Measuring Gratitude in Youth
print.itemresp

Formatting Item Response Data
itempar

Extract Item Parameters of Item Response Models
threshpar

Extract Threshold Parameters of Item Response Models
FirstNames

Popularity of First Names
raschmodel

Rasch Model Fitting Function
worth

Extract Worth Parameters
mptmodel

Multinomial Processing Tree (MPT) Model Fitting Function
regionplot

Region Plots for IRT Models
subset.itemresp

Subsetting Item Response Data
itemresp

Data Structure for Item Response Data
btmodel

Bradley-Terry Model Fitting Function
StereotypeThreat

Stereotype Threat in Dutch Differential Aptitude Test
plot.btmodel

Visualizing Bradley-Terry Models
anchor

Anchor Methods for the Detection of Uniform DIF the Rasch Model
mscale

Extract/Replace Measurement Scale
curveplot

Response Curve Plots for IRT Models
covariates

Extract/Set Covariates
summary.itemresp

Summarizing and Visualizing Item Response Data
plot.paircomp

Plotting Paired Comparison Data
pcmodel

Partial Credit Model Fitting Function
labels<-

Set Labels
personpar

Extract Person Parameters of Item Response Models
as.list.itemresp

Coercing Item Response Data
GermanParties2009

Choice among German Political Parties
rsmodel

Rating Scale Model Fitting Function
elementary_symmetric_functions

Calculation of the Elementary Symmetric Functions and Their Derivatives
print.paircomp

Formatting Paired Comparison Data
SourceMonitoring

Performance in a Source-Monitoring Experiment
discrpar

Extract Discrimination Parameters of Item Response Models