BIFIEsurvey-utilities

bifiesurvey_rcpp_rubin_rules

bifiesurvey_rcpp_replication_variance

BIFIE_NMI_inference_parameters

Utility functions in BIFIEsurvey.

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).

Alexander Robitzsch

BIFIEsurvey

Tools for Survey Statistics in Educational Assessment

BIFIEsurvey-utilities function

<dl><dt>estimates</dt>
<dd>Vector</dd><dt>variances</dt>
<dd>Vector</dd><dt>pars</dt>
<dd>Matrix</dd><dt>pars_repl</dt>
<dd>Matrix</dd><dt>fay_factor</dt>
<dd>Vector</dd><dt>parsM</dt>
<dd>Matrix</dd><dt>parsrepM</dt>
<dd>Matrix</dd><dt>fayfac</dt>
<dd>Vector</dd><dt>RR</dt>
<dd>Numeric</dd><dt>Nimp</dt>
<dd>Integer</dd><dt>Nimp_NMI</dt>
<dd>Integer</dd><dt>comp_cov</dt>
<dd>Logical</dd></dl>

Arguments

Utility Functions in BIFIEsurvey — BIFIEsurvey-utilities

<dl>

<dt>estimates</dt>
<dd>Vector</dd>

<dt>variances</dt>
<dd>Vector</dd>

<dt>pars</dt>
<dd>Matrix</dd>

<dt>pars_repl</dt>
<dd>Matrix</dd>

<dt>fay_factor</dt>
<dd>Vector</dd>

<dt>parsM</dt>
<dd>Matrix</dd>

<dt>parsrepM</dt>
<dd>Matrix</dd>

<dt>fayfac</dt>
<dd>Vector</dd>

<dt>RR</dt>
<dd>Numeric</dd>

<dt>Nimp</dt>
<dd>Integer</dd>

<dt>Nimp_NMI</dt>
<dd>Integer</dd>

<dt>comp_cov</dt>
<dd>Logical</dd>

</dl>

BIFIEsurvey-utilities: Utility Functions in BIFIEsurvey

Description

Usage

Arguments