weightedScores: Weighted Scores Method for Regression Models with Dependent Data

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).

Author
A. K. Nikoloulopoulos <A.Nikoloulopoulos@uea.ac.uk> and H. Joe <harry.joe@ubc.ca>
Date of publication
2015-10-22 22:14:54
Maintainer
Aristidis K. Nikoloulopoulos <A.Nikoloulopoulos@uea.ac.uk>
License
GPL (>= 2)
Version
0.9.5.1

View on CRAN

Man pages

approxbvncdf
APPROXIMATION OF BIVARIATE STANDARD NORMAL DISTRIBUTION
arthritis
Rheumatoid Arthritis Clinical Trial
bcl
BIVARIATE COMPOSITE LIKELIHOOD FOR MULTIVARIATE NORMAL COPULA...
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...
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

Files in this package

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