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BIFIEsurvey (version 1.5-0)

Tools for Survey Statistics in Educational Assessment

Description

Contains tools for survey statistics (especially in educational assessment) for datasets with replication designs (jackknife, bootstrap, replicate weights). 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. This package is developed by BIFIE (Federal Institute for Educational Research, Innovation and Development of the Austrian School System; Salzburg, Austria).

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Version

Install

install.packages('BIFIEsurvey')

Monthly Downloads

1,650

Version

1.5-0

License

GPL (>= 2)

Maintainer

Alexander Robitzsch

Last Published

October 8th, 2015

Functions in BIFIEsurvey (1.5-0)

BIFIE.crosstab

Cross Tabulation
BIFIE.hist

Histogram
BIFIE.freq

Frequency Statistics
BIFIE.data.transform

Data Transformation for BIFIEdata Objects
BIFIE.pathmodel

Path Model Estimation
data.timss

Dataset TIMSS 2011
BIFIE.univar

Univariate Descriptive Statistics (Means and Standard Deviations)
data.pisaNLD

Some PISA Datatsets
BIFIE.mva

Missing Value Analysis
data.bifie

Example Datasets for the BIFIEsurvey Package
BIFIE.ecdf

Empirical Distribution Function and Quantiles
BIFIE.correl

Correlations and Covariances
BIFIE.waldtest

Wald Tests for BIFIE Methods
BIFIE.BIFIEdata2BIFIEcdata

Conversion and Selection of BIFIEdata Objects
save.BIFIEdata

Saving, Writing and Loading BIFIEdata Objects
BIFIE.data

Creates an Object of Class BIFIEdata
BIFIEdata.select

Selection of Variables and Imputed Datasets for Objects of Class BIFIEdata
BIFIE.data.jack

Create BIFIE.data Object with Jackknife Zones
BIFIE.logistreg

Logistic Regression
bifietable

An Rcpp Based Version of the table Function
data.test1

Some Datasets for Testing Purposes
BIFIE.derivedParameters

Statistical Inference for Derived Parameters
BIFIE.twolevelreg

Two Level Regression
BIFIE.univar.test

Analysis of Variance and Effect Sizes for Univariate Statistics
BIFIE.by

Statistics for User Defined Functions
BIFIE.linreg

Linear Regression
BIFIE.data.boot

Create BIFIE.data Object based on Bootstrap
BIFIEsurvey-package

Some Tools for Survey Statistics in Educational Assessment, Developed by BIFIE