BIFIEsurvey

swMATH15271CRANBIFIEsurveyMaRDI QIDQ27162

Tools for Survey Statistics in Educational Assessment

Alexander Robitzsch, Konrad Oberwimmer

Last update: 18 February 2024

Copyright license: GNU General Public License, version 3.0, GNU General Public License, version 2.0

Software version identifier: 3.4-15, 0.1-57, 0.1-61, 0.2-37, 0.3-47, 1.0, 1.1, 1.2-6, 1.3-0, 1.4-0, 1.5-0, 1.6-0, 1.7-0, 1.8-0, 1.9.4-0, 1.11-0, 1.12-0, 1.13-24, 2.0-7, 2.1-6, 2.2-22, 2.3-18, 2.4-9, 2.5-44, 2.18-6, 2.191-12, 3.0-14, 3.1-33, 3.2-25, 3.3-12, 3.4-15, 3.5-19

Source code repository: https://github.com/cran/BIFIEsurvey

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, <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).

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