weightedScores: Weighted Scores Method for Regression Models with Dependent Data
Version 0.9.5.1

Has functions to implement the weighted scores method and CL1 information criteria as an intermediate step for variable/correlation selection for longitudinal categorical and count data in Nikoloulopoulos, Joe and Chaganty (2011, Biostatistics, 12: 653-665) and Nikoloulopoulos (2015a,2015b).

AuthorA. K. Nikoloulopoulos <A.Nikoloulopoulos@uea.ac.uk> and H. Joe <harry.joe@ubc.ca>
Date of publication2015-10-22 22:14:54
MaintainerAristidis K. Nikoloulopoulos <A.Nikoloulopoulos@uea.ac.uk>
LicenseGPL (>= 2)
Version0.9.5.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("weightedScores")

Popular man pages

bcl: BIVARIATE COMPOSITE LIKELIHOOD FOR MULTIVARIATE NORMAL COPULA...
cl1: OPTIMIZATION ROUTINE FOR BIVARIATE COMPOSITE LIKELIHOOD FOR...
iee.ord: Maximum Likelihood for Ordinal Model
margmodel: DENSITY AND CDF OF THE UNIVARIATE MARGINAL DISTRIBUTION
solvewtsc: SOLVING THE WEIGHTED SCORES EQUATIONS WITH INPUTS OF THE...
weightMat: WEIGHT MATRICES FOR THE ESTIMATING EQUATIONS
wtsc: THE WEIGHTED SCORES EQUATIONS WITH INPUTS OF THE WEIGHT...
See all...

All man pages Function index File listing

Man pages

approxbvncdf: APPROXIMATION OF BIVARIATE STANDARD NORMAL DISTRIBUTION
arthritis: Rheumatoid Arthritis Clinical Trial
bcl: BIVARIATE COMPOSITE LIKELIHOOD FOR MULTIVARIATE NORMAL COPULA...
childvisit: Hospital Visit Data
cl1: OPTIMIZATION ROUTINE FOR BIVARIATE COMPOSITE LIKELIHOOD FOR...
CLIC: CL1 INFORMATION CRITERIA
exchmvn: Exchangeable (positive) multivariate normal
godambe: INVERSE GODAMBE MATRIX
iee: INDEPENDENT ESTIMATING EQUATIONS FOR BINARY AND COUNT...
iee.ord: Maximum Likelihood for Ordinal Model
marglik: NEGATIVE LOG-LIKELIHOOD ASSUMING INDEPEDENCE WITHIN CLUSTERS
margmodel: DENSITY AND CDF OF THE UNIVARIATE MARGINAL DISTRIBUTION
mvnapp: MVN Rectangle Probabilities
mvn.deriv: Derivatives of Multivariate Normal Rectangle Probabilities
scoreCov: COVARIANCE MATRIX OF THE UNIVARIATE SCORES
solvewtsc: SOLVING THE WEIGHTED SCORES EQUATIONS WITH INPUTS OF THE...
toenail: The toenail infection data
weightMat: WEIGHT MATRICES FOR THE ESTIMATING EQUATIONS
wtsc: THE WEIGHTED SCORES EQUATIONS WITH INPUTS OF THE WEIGHT...
wtsc.wrapper: THE WEIGHTED SCORES METHOD WITH INPUTS OF THE DATA

Functions

approxbvncdf Man page Source code
arthritis Man page
bcl Man page Source code
bcl.ord Man page Source code
bivlik Source code
bvn Source code
bvn.deriv.margin Source code
bvn.deriv.rho Source code
childvisit Man page
cl1 Man page Source code
cl1.der.gam Source code
cl1.der.rho Source code
cl1.ord Man page Source code
clic Man page Source code
clic1dePar Man page Source code
cormat Source code
cov3 Source code
cov4 Source code
d2v Source code
der.cdf.gam Source code
der.dlogis Source code
der.dnorm Source code
derlik.gam Source code
derlik.gam.ord Source code
derlik.nu Source code
dmargmodel Man page Source code
dmargmodel.ord Man page Source code
exchmvn Man page Source code
exchmvn.deriv.margin Man page Source code
exchmvn.deriv.rho Man page Source code
fisher.gam Source code
fisher.gam.ord Source code
fisher.gam.rho Source code
fisher.nu Source code
fisher.nu.gam Source code
godambe Man page Source code
godambe.ord Man page Source code
id.size Source code
id.time Source code
iderlik.gam Source code
iderlik.gam.ord Source code
iderlik.nu Source code
iee Man page Source code
iee.ord Man page Source code
linked.mu Source code
marglik Man page Source code
margmodel.ord Man page
maxpairs Source code
mrect.prob Source code
mvn.deriv Man page
mvn.deriv.margin Man page Source code
mvn.deriv.rho Man page Source code
mvnapp Man page Source code
noCategories Source code
ordreg.mu Source code
pmargmodel Man page Source code
pmargmodel.ord Man page Source code
qmargmodel Source code
rect.der.gam Source code
rect.der.rho Source code
scoreCov Man page Source code
scoreCov.ord Man page Source code
solvewtsc Man page Source code
solvewtsc.ord Man page Source code
subselect Source code
subselect.ord Source code
subselect2 Source code
toenail Man page
truncation Source code
weightMat Man page Source code
weightMat.ord Man page Source code
wtsc Man page Source code
wtsc.ord Man page Source code
wtsc.ord.wrapper Man page Source code
wtsc.wrapper Man page Source code

Files

tests
tests/application_examples.R
src
src/r_exchmvn.c
src/mvnsub.c
src/r_mvn1der.c
src/pmnorm.c
src/pbnorm.c
src/exchmvnd.c
src/pnorms.c
src/mvnscher.c
src/posdef.c
src/exchmvn.c
src/r_exchmvnd.c
src/amatrix.c
src/romberg.c
src/r_mvn2der.c
src/mprobit.h
src/mvnapp.c
src/phi.c
NAMESPACE
data
data/toenail.rda
data/arthritis.rda
data/childvisit.rda
R
R/exchmvn.R
R/wtsc-ord.R
R/mvn.deriv.R
R/mvnapp.R
R/ord.reg.univar.R
R/wtsc-all.r
R/CLIC-ord.R
MD5
DESCRIPTION
man
man/mvnapp.Rd
man/exchmvn.Rd
man/solvewtsc.Rd
man/toenail.rd
man/godambe.Rd
man/marglik.Rd
man/bcl.Rd
man/iee.Rd
man/wtsc.Rd
man/margmodel.Rd
man/CLIC.Rd
man/childvisit.rd
man/cl1.Rd
man/mvn.deriv.Rd
man/scoreCov.Rd
man/wtsc.wrapper.Rd
man/approxbvncdf.Rd
man/weightMat.Rd
man/iee.ord.Rd
man/arthritis.Rd
INDEX
weightedScores documentation built on May 19, 2017, 10:16 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.