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

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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.

Author
Peter Schlattmann <peter.schlattmann@mti.uni-jena.de>, Johannes Hoehne, Maryna Verba
Date of publication
2016-09-24 09:13:29
Maintainer
Philipp Doebler <philipp.doebler@googlemail.com>
License
GPL (>= 2)
Version
0.74

View on R-Forge

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
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...

Files in this package

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