CAMAN: Finite Mixture Models and Meta-Analysis Tools - Based on C.A.MAN
Version 0.74

Tools for the analysis of finite semiparametric mixtures. These are useful when data is heterogeneous, e.g. in pharmacokinetics or meta-analysis. The NPMLE and VEM algorithms (flexible support size) and EM algorithms (fixed support size) are provided for univariate and bivariate data.

AuthorPeter Schlattmann <peter.schlattmann@mti.uni-jena.de>, Johannes Hoehne, Maryna Verba
Date of publication2016-09-24 09:13:29
MaintainerPhilipp Doebler <philipp.doebler@googlemail.com>
LicenseGPL (>= 2)
Version0.74
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("CAMAN", repos="http://R-Forge.R-project.org")

Popular man pages

anova.CAMAN.object: ANOVA for finite mixture models
betaplasma: Determinants of Beta-Carotene Levels
mixalg.VEM: VEM algorithm
NoP: Ames test data: Mutagenicity of 4NoP
PCT: Procalcitonin as diagnostic marker for sepsis
plots: Plot ellipses
thai_cohort: Cohort study in north east Thailand
See all...

All man pages Function index File listing

Man pages

anova.CAMAN.object: ANOVA for finite mixture models
aspirin: Aspirin use and breast cancer risk
betaplasma: Determinants of Beta-Carotene Levels
bivariate.EM: EM-algorithm for bivariate normally distributed data
bivariate.mixalg: EM algorithm and classification for univariate data, for...
bivariate.VEM: VEM algorithm for univariate data, for bivariate data and for...
boot: Parametric bootstrap
CT: Meta-anaysis: noninvasive coronary angiography using computed...
getFDR: Compute false discovery rates and related statistics
golubMerge: Data from the Golub et al (1999) Paper
heage: Northeast Thailand malnourishment data.
hepab: Hepatitis B data from Schlattmann and B\"ohning (1993).
hist.CAMAN.object: Histograms for finite mixture models
leukDat: Childhood leukemia in the former GDR
mixalg: Fitting Finite Mixture Models
mixalg.boot: bootstrap replication / validation of finite mixture models
mixalg.EM: EM algorithm
mixalg.VEM: VEM algorithm
mixcov: Fitting mixture models with covariates
NoP: Ames test data: Mutagenicity of 4NoP
PCT: Procalcitonin as diagnostic marker for sepsis
plots: Plot ellipses
rs12363681: Gene calling
thai_cohort: Cohort study in north east Thailand
vem_grad: VEM algorithm for univariate data, for bivariate data and for...
vitamin: Meta-analysis if vitamin A supplementation of childhood...

Functions

bivariate.mixalg Man page
vem_grad Man page
CAMANboot Man page Source code
CT Man page
GDRmap Man page
NoP Man page
PCT Man page
anova.CAMAN.object Man page Source code
aspirin Man page
betaplasma Man page
bivariate.EM Man page Source code
bivariate.VEM Man page Source code
bivariate.mixalg Source code
computeDensities Source code
getFDR Man page Source code
golubMerge Man page
golubMerge.exprs Man page
heage Man page
hepab Man page
hist.CAMAN.object Man page Source code
leukDat Man page
mix.densDistr Source code Source code
mix.effectsOfCovariate Source code
mix.perform_glm Source code
mixalg Man page Source code
mixalg.Boot Man page
mixalg.EM Man page Source code
mixalg.VEM Man page Source code
mixalg.boot Man page Source code
mixalg.paraBoot Source code
mixboot Man page
mixcov Man page Source code
my_grad Source code
onLoad Source code
plot.CAMAN.BIEM.object Man page Source code
plot.CAMAN.BIMIXALG.object Man page Source code
rs12363681 Man page
sample.labels Man page
simDat Source code
summary.CAMAN.glm.object Source code
summary.CAMAN.object Source code
thai_cohort Man page
vem_grad Source code
vitA Man page
vitA2 Man page
vitamin Man page

Files

DESCRIPTION
NAMESPACE
R
R/CAMAN.R
R/CAMAN_plots.R
R/classes.R
R/covariate_CAMAN.r
R/zzz.R
data
data/CT.RData
data/GDRmap.RData
data/NoP.RData
data/PCT.RData
data/aspirin.RData
data/betaplasma.RData
data/golubMerge.RData
data/heage.RData
data/hepab.RData
data/leukDat.RData
data/rs12363681.RData
data/thai_cohort.RData
data/vitA.RData
data/vitA2.RData
data/vitamin.RData
man
man/CT.Rd
man/NoP.Rd
man/PCT.Rd
man/anova.CAMAN.object.Rd
man/aspirin.Rd
man/betaplasma.Rd
man/bivariate.EM.Rd
man/bivariate.VEM.Rd
man/bivariate.mixalg.Rd
man/boot.Rd
man/getFDR.Rd
man/golubMerge.Rd
man/heage.Rd
man/hepab.Rd
man/hist.CAMAN.object.Rd
man/leukDat.Rd
man/mixalg.EM.Rd
man/mixalg.Rd
man/mixalg.VEM.Rd
man/mixalg.boot.Rd
man/mixcov.Rd
man/plots.Rd
man/rs12363681.rd
man/thai_cohort.Rd
man/vem_grad.Rd
man/vitamin.Rd
src
src/methods.cpp
src/methods.h
src/vemema.h
src/vemema_vem.cpp
CAMAN documentation built on May 21, 2017, 12:35 a.m.

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