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; <doi:10.17888/fdb-demo:bistE813I-16a>). The package development was supported by BIFIE (Federal Institute for Educational Research, Innovation and Development of the Austrian School System; Salzburg, Austria).

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Description file content

Package
BIFIEsurvey
Type
Package
Title
Tools for Survey Statistics in Educational Assessment
Version
3.2-25
Date
2019-04-16 13:32:02
Author
BIFIE [aut], Alexander Robitzsch [aut, cre], Konrad Oberwimmer [aut]
Maintainer
Alexander Robitzsch
Description
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, , ); Shao, 1996, ). 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).
Depends
R (>= 3.1)
Imports
methods, miceadds, Rcpp, stats, utils
Suggests
graphics, grDevices, lavaan, lavaan.survey, mitools, survey, TAM
Enhances
car, Hmisc, intsvy, lme4, LSAmitR, svyPVpack
LinkingTo
Rcpp, RcppArmadillo
License
GPL (>= 2)
URL
NeedsCompilation
yes
Packaged
2019-04-16 11:34:34 UTC; sunpn563
Repository
CRAN
Date/Publication
2019-04-16 12:15:30 UTC

install.packages('BIFIEsurvey')

3.2-25

9 days ago

http://www.bifie.at

Alexander Robitzsch

GPL (>= 2)

Depends on

R (>= 3.1)

Imports

methods, miceadds, Rcpp, stats, utils

Suggests

graphics, grDevices, lavaan, lavaan.survey, mitools, survey, TAM

Discussions