multilevel: Multilevel Functions

The functions in this package are designed to be used in the analysis of multilevel data by applied psychologists. The package includes functions for estimating common within-group agreement and reliability indices. The package also contains basic data manipulation functions that facilitate the analysis of multilevel and longitudinal data.

Author
Paul Bliese
Date of publication
2016-08-04 11:45:37
Maintainer
Paul Bliese <pdbliese@gmail.com>
License
GPL (>= 2)
Version
2.6

View on CRAN

Man pages

ad.m
Average deviation around mean or median
ad.m.sim
Simulate significance of average deviation around mean or...
awg
Brown and Hauenstein (2005) awg agreement index
bh1996
Data from Bliese and Halverson (1996)
bhr2000
Data from Bliese, Halverson and Rothberg (2000)
boot.icc
Bootstrap ICC values in 2-level data
chen2005
Data from Chen (2005)
cohesion
Five cohesion ratings from 11 individuals nested in 4...
cordif
Estimate whether two independent correlations differ
cordif.dep
Estimate whether two dependent correlations differ
cronbach
Estimate Cronbach's Alpha
GmeanRel
Group Mean Reliability from an lme model (nlme package)
graph.ran.mean
Graph Random Group versus Actual Group distributions
ICC1
Function to Estimate Intraclass Correlation Coefficient 1 or...
ICC2
Function to Estimate Intraclass Correlation Coefficient 2 or...
item.total
Item-total correlations
klein2000
Data from Klein, Bliese, Kozlowski et al., (2000)
lq2002
Data used in special issue of Leadership Quarterly, Vol. 13,...
make.univ
Convert data from multivariate to univariate form
mix.data
Randomly mix grouped data
mult.icc
Multiple ICCs from a dataset
mult.make.univ
Convert two or more variables from multivariate to univariate...
quantile.agree.sim
S3 method for class 'agree.sim'
quantile.disagree.sim
S3 method for class 'disagree.sim'
quantile.rgr.waba
S3 method for class 'rgr.waba'
ran.group
Randomly mix grouped data and return function results
rgr.agree
Random Group Resampling for Within-group Agreement
rgr.OLS
Random Group Resampling OLS Regression
rgr.waba
Random Group Resampling of Covariance Theorem Decomposition
rmv.blanks
Remove blanks spaces from non-numeric variables imported from...
rtoz
Conducts an r to z transformation
rwg
James et al., (1984) agreement index for single item measures
rwg.j
James et al., (1984) agreement index for multi-item scales
rwg.j.lindell
Lindell et al. r*wg(j) agreement index for multi-item scales
rwg.j.sim
Simulate rwg(j) values from a random null distribution
rwg.sim
Simulate rwg values from a random null distribution
sam.cor
Generate a Sample that Correlates with a Fixed Set of...
sherifdat
Sherif (1935) group data from 3 person teams
simbias
Simulate Standard Error Bias in Non-Independent Data
sim.icc
Simulate 2-level ICC(1) values with and without level-1...
sobel
Estimate Sobel's (1982) Test for Mediation
summary.agree.sim
S3 method for class 'agree.sim'
summary.disagree.sim
S3 method for class 'disagree.sim'
summary.rgr.agree
S3 method for class 'rgr.agree'
summary.rgr.waba
S3 method for class 'rgr.waba'
tankdat
Tank data from Bliese and Lang (in press)
univbct
Data from Bliese and Ployhart (2002)
waba
Covariance Theoreom Decomposition of Bivariate Two-Level...

Files in this package

multilevel
multilevel/NAMESPACE
multilevel/data
multilevel/data/klein2000.rda
multilevel/data/univbct.rda
multilevel/data/bhr2000.rda
multilevel/data/lq2002.rda
multilevel/data/chen2005.rda
multilevel/data/bh1996.rda
multilevel/data/tankdat.rda
multilevel/data/cohesion.rda
multilevel/data/sherifdat.rda
multilevel/R
multilevel/R/multilevel.R
multilevel/MD5
multilevel/DESCRIPTION
multilevel/man
multilevel/man/ad.m.sim.Rd
multilevel/man/rwg.j.sim.Rd
multilevel/man/cordif.dep.Rd
multilevel/man/summary.disagree.sim.Rd
multilevel/man/rwg.sim.Rd
multilevel/man/awg.Rd
multilevel/man/rwg.j.lindell.Rd
multilevel/man/mult.icc.Rd
multilevel/man/tankdat.Rd
multilevel/man/rwg.j.Rd
multilevel/man/chen2005.Rd
multilevel/man/bh1996.Rd
multilevel/man/ICC1.Rd
multilevel/man/lq2002.Rd
multilevel/man/rgr.OLS.Rd
multilevel/man/ran.group.Rd
multilevel/man/cordif.Rd
multilevel/man/mult.make.univ.Rd
multilevel/man/summary.agree.sim.Rd
multilevel/man/sobel.Rd
multilevel/man/item.total.Rd
multilevel/man/cronbach.Rd
multilevel/man/rtoz.Rd
multilevel/man/bhr2000.Rd
multilevel/man/summary.rgr.agree.Rd
multilevel/man/cohesion.Rd
multilevel/man/simbias.Rd
multilevel/man/mix.data.Rd
multilevel/man/GmeanRel.Rd
multilevel/man/rgr.agree.Rd
multilevel/man/sim.icc.Rd
multilevel/man/ICC2.Rd
multilevel/man/rmv.blanks.Rd
multilevel/man/summary.rgr.waba.Rd
multilevel/man/univbct.Rd
multilevel/man/boot.icc.Rd
multilevel/man/rgr.waba.Rd
multilevel/man/sherifdat.Rd
multilevel/man/quantile.disagree.sim.Rd
multilevel/man/quantile.agree.sim.Rd
multilevel/man/graph.ran.mean.Rd
multilevel/man/make.univ.Rd
multilevel/man/waba.Rd
multilevel/man/quantile.rgr.waba.Rd
multilevel/man/rwg.Rd
multilevel/man/ad.m.Rd
multilevel/man/klein2000.Rd
multilevel/man/sam.cor.Rd