Package: BIFIEsurvey 3.7-1

BIFIEsurvey: Tools for Survey Statistics in Educational Assessment

Contains tools for survey statistics (especially in educational assessment) for datasets with replication designs (jackknife, bootstrap, replicate weights; see Kolenikov, 2010; Pfefferman & Rao, 2009a, 2009b, <doi:10.1016/S0169-7161(09)70003-3>, <doi:10.1016/S0169-7161(09)70037-9>); Shao, 1996, <doi:10.1080/02331889708802523>). Descriptive statistics, linear and logistic regression, path models for manifest variables with measurement error correction and two-level hierarchical regressions for weighted samples are included. Statistical inference can be conducted for multiply imputed datasets and nested multiply imputed datasets and is in particularly suited for the analysis of plausible values (for details see George, Oberwimmer & Itzlinger-Bruneforth, 2016; Bruneforth, Oberwimmer & Robitzsch, 2016; Robitzsch, Pham & Yanagida, 2016). The package development was supported by BIFIE (Federal Institute for Educational Research, Innovation and Development of the Austrian School System; Salzburg, Austria).

Authors:BIFIE [aut], Alexander Robitzsch [aut, cre], Konrad Oberwimmer [aut]

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BIFIEsurvey.pdf |BIFIEsurvey.html✨
BIFIEsurvey/json (API)
NEWS

# Install 'BIFIEsurvey' in R:
install.packages('BIFIEsurvey', repos = c('https://alexanderrobitzsch.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/alexanderrobitzsch/bifiesurvey/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

survey-statistics

36 exports 4 stars 1.67 score 64 dependencies 1 dependents 1 mentions 1.6k downloads

Last updated 3 months agofrom:3ab5fc0de2

Exports:BIFIE_NMI_inference_parametersBIFIE.BIFIEcdata2BIFIEdataBIFIE.BIFIEdata2BIFIEcdataBIFIE.BIFIEdata2datalistBIFIE.byBIFIE.correlBIFIE.crosstabBIFIE.dataBIFIE.data.bootBIFIE.data.jackBIFIE.data.transformBIFIE.derivedParametersBIFIE.ecdfBIFIE.freqBIFIE.histBIFIE.lavaan.surveyBIFIE.linregBIFIE.logistregBIFIE.mvaBIFIE.pathmodelBIFIE.surveyBIFIE.twolevelregBIFIE.univarBIFIE.univar.testBIFIE.waldtestBIFIEdata.selectBIFIEdata2svrepdesignbifiesurvey_rcpp_replication_variancebifiesurvey_rcpp_rubin_rulesbifietableload.BIFIEdataload.BIFIEdata.filessave.BIFIEdatasesvrepdesign2BIFIEdatawrite.BIFIEdata

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayonDBIdplyrfansiforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmicemiceaddsminqamitmlmitoolsnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6RcppRcppArmadilloRcppEigenreadrrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr

Readme and manuals

Help Manual

Help pageTopics
Tools for Survey Statistics in Educational AssessmentBIFIEsurvey-package BIFIEsurvey
Conversion and Selection of 'BIFIEdata' ObjectsBIFIE.BIFIEcdata2BIFIEdata BIFIE.BIFIEdata2BIFIEcdata BIFIE.BIFIEdata2datalist
Statistics for User Defined FunctionsBIFIE.by coef.BIFIE.by summary.BIFIE.by vcov.BIFIE.by
Correlations and CovariancesBIFIE.correl coef.BIFIE.correl summary.BIFIE.correl vcov.BIFIE.correl
Cross TabulationBIFIE.crosstab coef.BIFIE.crosstab summary.BIFIE.crosstab vcov.BIFIE.crosstab
Creates an Object of Class 'BIFIEdata'BIFIE.data print.BIFIEdata summary.BIFIEdata
Create 'BIFIE.data' Object based on BootstrapBIFIE.data.boot
Create 'BIFIE.data' Object with Jackknife ZonesBIFIE.data.jack
Data Transformation for 'BIFIEdata' ObjectsBIFIE.data.transform
Statistical Inference for Derived ParametersBIFIE.derivedParameters coef.BIFIE.derivedParameters summary.BIFIE.derivedParameters vcov.BIFIE.derivedParameters
Empirical Distribution Function and QuantilesBIFIE.ecdf summary.BIFIE.ecdf
Frequency StatisticsBIFIE.freq coef.BIFIE.freq summary.BIFIE.freq vcov.BIFIE.freq
HistogramBIFIE.hist plot.BIFIE.hist summary.BIFIE.hist
Fitting a Model in 'lavaan' or in 'survey'BIFIE.lavaan.survey BIFIE.survey coef.BIFIE.lavaan.survey coef.BIFIE.survey summary.BIFIE.lavaan.survey summary.BIFIE.survey vcov.BIFIE.lavaan.survey vcov.BIFIE.survey
Linear RegressionBIFIE.linreg coef.BIFIE.linreg summary.BIFIE.linreg vcov.BIFIE.linreg
Logistic RegressionBIFIE.logistreg coef.BIFIE.logistreg summary.BIFIE.logistreg vcov.BIFIE.logistreg
Missing Value AnalysisBIFIE.mva summary.BIFIE.mva
Path Model EstimationBIFIE.pathmodel coef.BIFIE.pathmodel summary.BIFIE.pathmodel vcov.BIFIE.pathmodel
Two Level RegressionBIFIE.twolevelreg coef.BIFIE.twolevelreg summary.BIFIE.twolevelreg vcov.BIFIE.twolevelreg
Univariate Descriptive Statistics (Means and Standard Deviations)BIFIE.univar coef.BIFIE.univar summary.BIFIE.univar vcov.BIFIE.univar
Analysis of Variance and Effect Sizes for Univariate StatisticsBIFIE.univar.test summary.BIFIE.univar.test
Wald Tests for BIFIE MethodsBIFIE.waldtest summary.BIFIE.waldtest
Selection of Variables and Imputed Datasets for Objects of Class 'BIFIEdata'BIFIEdata.select
Conversion of a 'BIFIEdata' Object into a 'svyrep' Object in the 'survey' Package (and the other way around)BIFIEdata2svrepdesign svrepdesign2BIFIEdata
Utility Functions in 'BIFIEsurvey'BIFIEsurvey-utilities bifiesurvey_rcpp_replication_variance bifiesurvey_rcpp_rubin_rules BIFIE_NMI_inference_parameters
An 'Rcpp' Based Version of the 'table' Functionbifietable
Example Datasets for the 'BIFIEsurvey' Packagedata.bifie data.bifie01
Some PISA Datasetsdata.pisaNLD
Some Datasets for Testing Purposesdata.test1
Dataset TIMSS 2011data.timss data.timss1 data.timss1.ind data.timss2 data.timss3 data.timss4 data.timssrep
Saving, Writing and Loading 'BIFIEdata' Objectsload.BIFIEdata load.BIFIEdata.files save.BIFIEdata write.BIFIEdata
Standard Errors of Estimated Parametersse