Modern Psychometrics with R

DOI10.1007/978-3-319-93177-7zbMath1414.62006OpenAlexW2891320120MaRDI QIDQ4687707

Patrick Mair

Publication date: 12 October 2018

Published in: Use R! (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-93177-7

zbMATH Keywords

principal component analysisdata analysisMarkov modeltime series analysisbiplotfactor analysiscorrespondence analysisstructural equation modelfunctional magnetic resonance imagingpath analysisreliability coefficientR packagesparametric cluster analysisGifi methodtrue score model

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Measures of association (correlation, canonical correlation, etc.) (62H20) Biomedical imaging and signal processing (92C55) Theory of programming languages (68N15) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Measurement and performance in psychology (91E45) Applications of statistics to psychology (62P15)

Related Items (4)

Multivariate Small Area Estimation of Multidimensional Latent Economic Well‐being Indicators ⋮ Generalized reliability based on distances ⋮ Partial identification of latent correlations with ordinal data ⋮ Item response thresholds models: a general class of models for varying types of items

Uses Software

• mmand
• ggBrain
• neuropointilist
• vows
• rMVPA
• R
• SPSS
• pls
• forecast
• vars
• tseries
• lme4
• mediation
• vcd
• nFactors
• psych
• cluster (R)
• fastICA
• flexmix
• SAS
• smacof
• fmri
• eRm
• igraph
• strucchange
• lavaan
• lda
• wordcloud
• topicmodels
• glasso
• refund
• ltm
• Kernlab
• Mcmcpack
• JAGS
• ca
• elasticnet
• prefmod
• depmixS4
• multtest
• bnlearn
• MICE
• BradleyTerry2
• TTR
• Stan
• plspm
• latentnet
• corrplot
• runjags
• poLCA
• mirt
• homals
• fda.usc
• qgraph
• ggtern
• NbClust
• sirt
• psychotools
• SimDesign
• brainGraph
• BayesFM
• BTLLasso
• network
• plot3D
• pcaMethods
• AnalyzeFMRI
• Genefilter
• SPM12
• Rchoice
• ica
• lordif
• psychomix
• LDAvis
• markovchain
• anacor
• PTAk
• slam
• FIAR
• profdpm
• RNiftyReg
• cudaBayesreg
• dpmixsim
• blavaan
• simsem
• aspect
• bpca
• calibrate
• QuantPsyc
• CMC
• cocron
• psychometric
• gtheory
• CTT
• semPlot
• semTools
• Gifi
• eegkit
• multiway
• cfa
• eigenmodel
• randomNames
• mallet
• ldatuning
• brainwaver

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