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BIFIE.BIFIEdata2BIFIEcdata() BIFIE.BIFIEcdata2BIFIEdata() BIFIE.BIFIEdata2datalist()
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Conversion and Selection of BIFIEdata Objects |
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BIFIE.by() summary(<BIFIE.by>) coef(<BIFIE.by>) vcov(<BIFIE.by>)
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Statistics for User Defined Functions |
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BIFIE.correl() summary(<BIFIE.correl>) coef(<BIFIE.correl>) vcov(<BIFIE.correl>)
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Correlations and Covariances |
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BIFIE.crosstab() summary(<BIFIE.crosstab>) coef(<BIFIE.crosstab>) vcov(<BIFIE.crosstab>)
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Cross Tabulation |
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BIFIE.data.boot()
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Create BIFIE.data Object based on Bootstrap |
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BIFIE.data.jack()
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Create BIFIE.data Object with Jackknife Zones |
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BIFIE.data() summary(<BIFIEdata>) print(<BIFIEdata>)
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Creates an Object of Class BIFIEdata |
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BIFIEdata.select()
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Selection of Variables and Imputed Datasets for Objects of Class BIFIEdata |
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BIFIE.data.transform()
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Data Transformation for BIFIEdata Objects |
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BIFIE.derivedParameters() summary(<BIFIE.derivedParameters>) coef(<BIFIE.derivedParameters>) vcov(<BIFIE.derivedParameters>)
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Statistical Inference for Derived Parameters |
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BIFIE.ecdf() summary(<BIFIE.ecdf>)
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Empirical Distribution Function and Quantiles |
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BIFIE.freq() summary(<BIFIE.freq>) coef(<BIFIE.freq>) vcov(<BIFIE.freq>)
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Frequency Statistics |
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BIFIE.hist() summary(<BIFIE.hist>) plot(<BIFIE.hist>)
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Histogram |
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BIFIE.lavaan.survey() summary(<BIFIE.lavaan.survey>) coef(<BIFIE.lavaan.survey>) vcov(<BIFIE.lavaan.survey>) BIFIE.survey() summary(<BIFIE.survey>) coef(<BIFIE.survey>) vcov(<BIFIE.survey>)
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Fitting a Model in lavaan or in survey |
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BIFIE.linreg() summary(<BIFIE.linreg>) coef(<BIFIE.linreg>) vcov(<BIFIE.linreg>)
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Linear Regression |
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BIFIE.logistreg() summary(<BIFIE.logistreg>) coef(<BIFIE.logistreg>) vcov(<BIFIE.logistreg>)
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Logistic Regression |
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BIFIE.mva() summary(<BIFIE.mva>)
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Missing Value Analysis |
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BIFIE.pathmodel() summary(<BIFIE.pathmodel>) coef(<BIFIE.pathmodel>) vcov(<BIFIE.pathmodel>)
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Path Model Estimation |
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BIFIE.twolevelreg() summary(<BIFIE.twolevelreg>) coef(<BIFIE.twolevelreg>) vcov(<BIFIE.twolevelreg>)
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Two Level Regression |
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BIFIE.univar() summary(<BIFIE.univar>) coef(<BIFIE.univar>) vcov(<BIFIE.univar>)
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Univariate Descriptive Statistics (Means and Standard Deviations) |
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BIFIE.univar.test() summary(<BIFIE.univar.test>)
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Analysis of Variance and Effect Sizes for Univariate Statistics |
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BIFIE.waldtest() summary(<BIFIE.waldtest>)
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Wald Tests for BIFIE Methods |
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BIFIEdata2svrepdesign() svrepdesign2BIFIEdata()
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Conversion of a BIFIEdata Object into a svyrep Object in the
survey Package (and the other way around) |
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BIFIEsurvey-package
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Tools for Survey Statistics in Educational Assessment |
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bifiesurvey_rcpp_rubin_rules() bifiesurvey_rcpp_replication_variance() BIFIE_NMI_inference_parameters()
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Utility Functions in BIFIEsurvey |
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bifietable()
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An Rcpp Based Version of the table Function |
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data.bifie01
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Example Datasets for the BIFIEsurvey Package |
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data.pisaNLD
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Some PISA Datasets |
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data.test1
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Some Datasets for Testing Purposes |
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data.timss1 data.timss1.ind data.timss2 data.timssrep data.timss3 data.timss4
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Dataset TIMSS 2011 |
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save.BIFIEdata() write.BIFIEdata() load.BIFIEdata() load.BIFIEdata.files()
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Saving, Writing and Loading BIFIEdata Objects |
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se()
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Standard Errors of Estimated Parameters |