jmcm: Joint Mean-Covariance Models using 'Armadillo' and S4

Fit joint mean-covariance models for longitudinal data. The models and their components are represented using S4 classes and methods. The core computational algorithms are implemented using the 'Armadillo' C++ library for numerical linear algebra and 'RcppArmadillo' glue.

Author
Jianxin Pan [aut, cre], Yi Pan [aut]
Date of publication
2016-10-20 00:13:34
Maintainer
Jianxin Pan <Jianxin.Pan@manchester.ac.uk>
License
GPL (>= 2)
Version
0.1.7.0
URLs

View on CRAN

Man pages

ACD-class
Class ACD
acd_estimation
Fit Joint Mean-Covariance Models based on ACD
aids
Aids Data
bootcurve
Plot Fitted Curves and Corresponding Confidence Interval...
cash-ACD-method
Extract parts of ACD.
cash-HPC-method
Extract parts of HPC.
cash-MCD-method
Extract parts of MCD.
cattle
Cattle Data
getJMCM
Extract or Get Generalized Components from a Fitted Joint...
HPC-class
Class HPC
hpc_estimation
Fit Joint Mean-Covariance Models based on HPC
jmcm
Fit Joint Mean-Covariance Models
jmcmControl
Control of Joint Mean Covariance Model Fitting
jmcmMod-class
Class "jmcmMod" of Fitted Joint Mean-Covariance Models.
MCD-class
Class MCD
mcd_estimation
Fit Joint Mean-Covariance Models based on MCD
meanplot
Plot Fitted Mean Curves
modular
Modular Functions for Joint Mean Covariance Model Fits
regressogram
Plot Sample Regressograms and Fitted Curves
show-jmcmMod-method
Print information for jmcmMod-class

Files in this package

jmcm
jmcm/src
jmcm/src/Makevars
jmcm/src/acd.h
jmcm/src/linesearch-impl.h
jmcm/src/hpc.h
jmcm/src/arma_util.cpp
jmcm/src/external.cpp
jmcm/src/linesearch.h
jmcm/src/bfgs-impl.h
jmcm/src/acd.cpp
jmcm/src/hpc.cpp
jmcm/src/mcd.cpp
jmcm/src/bfgs.h
jmcm/src/Makevars.win
jmcm/src/RcppExports.cpp
jmcm/src/mcd.h
jmcm/src/arma_util.h
jmcm/NAMESPACE
jmcm/data
jmcm/data/aids.rda
jmcm/data/cattle.rda
jmcm/R
jmcm/R/jmcmControl.R
jmcm/R/AllClass.R
jmcm/R/utilities.R
jmcm/R/RcppExports.R
jmcm/R/jmcm.R
jmcm/MD5
jmcm/DESCRIPTION
jmcm/man
jmcm/man/cash-ACD-method.Rd
jmcm/man/HPC-class.Rd
jmcm/man/bootcurve.Rd
jmcm/man/getJMCM.Rd
jmcm/man/jmcmMod-class.Rd
jmcm/man/meanplot.Rd
jmcm/man/show-jmcmMod-method.Rd
jmcm/man/modular.Rd
jmcm/man/ACD-class.Rd
jmcm/man/cash-MCD-method.Rd
jmcm/man/aids.Rd
jmcm/man/mcd_estimation.Rd
jmcm/man/acd_estimation.Rd
jmcm/man/MCD-class.Rd
jmcm/man/jmcm.Rd
jmcm/man/jmcmControl.Rd
jmcm/man/hpc_estimation.Rd
jmcm/man/regressogram.Rd
jmcm/man/cattle.Rd
jmcm/man/cash-HPC-method.Rd