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:
BIFIEsurvey_3.7-1.tar.gz
BIFIEsurvey_3.7-1.zip(r-4.5)BIFIEsurvey_3.7-1.zip(r-4.4)BIFIEsurvey_3.7-1.zip(r-4.3)
BIFIEsurvey_3.7-1.tgz(r-4.4-x86_64)BIFIEsurvey_3.7-1.tgz(r-4.4-arm64)BIFIEsurvey_3.7-1.tgz(r-4.3-x86_64)BIFIEsurvey_3.7-1.tgz(r-4.3-arm64)
BIFIEsurvey_3.7-1.tar.gz(r-4.5-noble)BIFIEsurvey_3.7-1.tar.gz(r-4.4-noble)
BIFIEsurvey_3.7-1.tgz(r-4.4-emscripten)BIFIEsurvey_3.7-1.tgz(r-4.3-emscripten)
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')) |
Bug tracker:https://github.com/alexanderrobitzsch/bifiesurvey/issues
- data.bifie01 - Example Datasets for the 'BIFIEsurvey' Package
- data.pisaNLD - Some PISA Datasets
- data.test1 - Some Datasets for Testing Purposes
- data.timss1 - Dataset TIMSS 2011
- data.timss1.ind - Dataset TIMSS 2011
- data.timss2 - Dataset TIMSS 2011
- data.timss3 - Dataset TIMSS 2011
- data.timss4 - Dataset TIMSS 2011
- data.timssrep - Dataset TIMSS 2011
Last updated 7 months agofrom:3ab5fc0de2. Checks:OK: 9. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win-x86_64 | OK | Nov 22 2024 |
| R-4.5-linux-x86_64 | OK | Nov 22 2024 |
| R-4.4-win-x86_64 | OK | Nov 22 2024 |
| R-4.4-mac-x86_64 | OK | Nov 22 2024 |
| R-4.4-mac-aarch64 | OK | Nov 22 2024 |
| R-4.3-win-x86_64 | OK | Nov 22 2024 |
| R-4.3-mac-x86_64 | OK | Nov 22 2024 |
| R-4.3-mac-aarch64 | OK | Nov 22 2024 |
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 page | Topics |
|---|---|
| Tools for Survey Statistics in Educational Assessment | BIFIEsurvey-package BIFIEsurvey |
| Conversion and Selection of 'BIFIEdata' Objects | BIFIE.BIFIEcdata2BIFIEdata BIFIE.BIFIEdata2BIFIEcdata BIFIE.BIFIEdata2datalist |
| Statistics for User Defined Functions | BIFIE.by coef.BIFIE.by summary.BIFIE.by vcov.BIFIE.by |
| Correlations and Covariances | BIFIE.correl coef.BIFIE.correl summary.BIFIE.correl vcov.BIFIE.correl |
| Cross Tabulation | BIFIE.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 Bootstrap | BIFIE.data.boot |
| Create 'BIFIE.data' Object with Jackknife Zones | BIFIE.data.jack |
| Data Transformation for 'BIFIEdata' Objects | BIFIE.data.transform |
| Statistical Inference for Derived Parameters | BIFIE.derivedParameters coef.BIFIE.derivedParameters summary.BIFIE.derivedParameters vcov.BIFIE.derivedParameters |
| Empirical Distribution Function and Quantiles | BIFIE.ecdf summary.BIFIE.ecdf |
| Frequency Statistics | BIFIE.freq coef.BIFIE.freq summary.BIFIE.freq vcov.BIFIE.freq |
| Histogram | BIFIE.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 Regression | BIFIE.linreg coef.BIFIE.linreg summary.BIFIE.linreg vcov.BIFIE.linreg |
| Logistic Regression | BIFIE.logistreg coef.BIFIE.logistreg summary.BIFIE.logistreg vcov.BIFIE.logistreg |
| Missing Value Analysis | BIFIE.mva summary.BIFIE.mva |
| Path Model Estimation | BIFIE.pathmodel coef.BIFIE.pathmodel summary.BIFIE.pathmodel vcov.BIFIE.pathmodel |
| Two Level Regression | BIFIE.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 Statistics | BIFIE.univar.test summary.BIFIE.univar.test |
| Wald Tests for BIFIE Methods | BIFIE.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' Function | bifietable |
| Example Datasets for the 'BIFIEsurvey' Package | data.bifie data.bifie01 |
| Some PISA Datasets | data.pisaNLD |
| Some Datasets for Testing Purposes | data.test1 |
| Dataset TIMSS 2011 | data.timss data.timss1 data.timss1.ind data.timss2 data.timss3 data.timss4 data.timssrep |
| Saving, Writing and Loading 'BIFIEdata' Objects | load.BIFIEdata load.BIFIEdata.files save.BIFIEdata write.BIFIEdata |
| Standard Errors of Estimated Parameters | se |
