aster: Aster Models

Aster models are exponential family regression models for life history analysis. They are like generalized linear models except that elements of the response vector can have different families (e. g., some Bernoulli, some Poisson, some zero-truncated Poisson, some normal) and can be dependent, the dependence indicated by a graphical structure. Discrete time survival analysis, zero-inflated Poisson regression, and generalized linear models that are exponential family (e. g., logistic regression and Poisson regression with log link) are special cases. Main use is for data in which there is survival over discrete time periods and there is additional data about what happens conditional on survival (e. g., number of offspring). Uses the exponential family canonical parameterization (aster transform of usual parameterization).

Install the latest version of this package by entering the following in R:
install.packages("aster")
AuthorCharles J. Geyer <charlie@stat.umn.edu>.
Date of publication2017-03-15 09:04:36
MaintainerCharles J. Geyer <charlie@stat.umn.edu>
LicenseMIT + file LICENSE
Version0.9.1
http://www.stat.umn.edu/geyer/aster/

View on CRAN

Functions

anova.aster Man page
anova.asterOrReaster Man page
anovaAsterOrReasterList Man page
anova.reaster Man page
aphid Man page
aster Man page
aster.default Man page
aster.formula Man page
astertransform Man page
beta.true Man page
chamae Man page
chamae2 Man page
chamae3 Man page
echin2 Man page
echinacea Man page
fam Man page
fam.bernoulli Man page
fam.default Man page
famfun Man page
families Man page
fam.negative.binomial Man page
fam.normal.location Man page
fam.poisson Man page
fam.truncated.negative.binomial Man page
fam.truncated.poisson Man page
ladata Man page
makezwz Man page
mlogl Man page
mu.true Man page
newpickle Man page
oats Man page
penmlogl Man page
penmlogl2 Man page
phi.true Man page
pickle Man page
pickle1 Man page
pickle2 Man page
pickle3 Man page
pred Man page
predict.aster Man page
predict.aster.formula Man page
print.summary.aster Man page
print.summary.reaster Man page
quickle Man page
radish Man page
raster Man page
reaster Man page
reaster.default Man page
reaster.formula Man page
redata Man page
rktnb Man page
rktp Man page
rnzp Man page
sim Man page
summary.aster Man page
summary.reaster Man page
theta.true Man page
truncated Man page
vars Man page

Files

inst
inst/doc
inst/doc/re.Rnw
inst/doc/trunc.R
inst/doc/design.tex
inst/doc/design.pdf
inst/doc/ktp.tex
inst/doc/trunc.Rnw
inst/doc/tutor.Rnw
inst/doc/tutor.pdf
inst/doc/ktp.pdf
inst/doc/linkingTo.pdf
inst/doc/re.pdf
inst/doc/tutor.R
inst/doc/linkingTo.Rnw
inst/doc/trunc.pdf
inst/include
inst/include/mlogl-export.h
tests
tests/fampoi.R tests/famnzp.R
tests/aster.Rout.save
tests/reaster.rda
tests/penmlogl.Rout.save
tests/quickle.Rout.save
tests/newfam.R tests/gradmat.R
tests/aster.rda
tests/predict.rda
tests/aster.R tests/quickle.R
tests/predict.Rout.save
tests/ktp.Rout.save
tests/famnzp.Rout.save
tests/foobar.Rout.save
tests/reaster.R tests/nzp.R tests/reaster-warn.R
tests/cache.Rout.save
tests/quickle.rda
tests/formula.rda
tests/pickle.R tests/formula.R tests/predict.R tests/famtnb.R
tests/matops.Rout.save
tests/pickle.rda
tests/mlogl-unco.R
tests/mlogl-cond.Rout.save
tests/reaster1.Rout.save
tests/pickle.Rout.save
tests/reaster1.R tests/ktp.R
tests/foobar.Rdata
tests/cache.R tests/raster.R tests/matops.R
tests/trans.Rout.save
tests/fampoi.Rout.save
tests/nzp.rda
tests/mlogl-c-export.R
tests/ktp.rda
tests/mlogl-cond.R
tests/newpickle.Rout.save
tests/ktnb.R
tests/mlogl-c-export.Rout.save
tests/famber.R
tests/chk.Rout.save
tests/famnorloc.Rout.save
tests/ktnb.Rout.save
tests/chk.R tests/famnegbin.R tests/penmlogl.R
tests/famtnb.Rout.save
tests/foobar.R
tests/reaster.Rout.save
tests/ktnb.rda
tests/famber.Rout.save
tests/reaster1.rda
tests/raster.Rout.save
tests/newfam.Rout.save
tests/trans.R
tests/reaster-warn.Rout.save
tests/formula.Rout.save
tests/gradmat.Rout.save
tests/nzp.Rout.save
tests/newpickle.R tests/famnorloc.R
tests/famnegbin.Rout.save
tests/mlogl-unco.Rout.save
tests/gradmat.rda
src
src/Makevars
src/astchk.c
src/asttrans9.c
src/astderiv.c
src/astfam.c
src/mlogl.c
src/astsim.c
src/asttrans6.c
src/asttrans7.c
src/mlogl.h
src/raster.c
src/astderiv4.c
src/rraster.h
src/aster.h
src/raster.h
src/validtrips.c
src/astderiv3.c
src/asttrans5.c
src/asttrans2.c
src/astcond.c
src/matops.c
src/astorig.c
src/init.c
src/astderiv2.c
src/vatops.c
src/astfish.c
src/astunco.c
src/asttrans8.c
src/asttrans.c
NAMESPACE
data
data/echinacea.txt.gz
data/oats.rda
data/echin2.rda
data/radish.rda
data/sim.rda
data/chamae.rda
data/chamae2.rda
data/chamae3.rda
data/aphid.rda
R
R/anova.R R/mlogl.R R/rktnb.R R/aster.R R/quickle.R R/is.zero.R R/pickle3.R R/reaster.R R/pickle.R R/families.R R/raster.R R/rktp.R R/famfun.R R/penmlogl.R R/predict.aster.R R/transform.R R/newpickle.R
vignettes
vignettes/re.Rnw
vignettes/trunc.Rnw
vignettes/tutor.Rnw
vignettes/linkingTo.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/transform.Rd man/aphid.Rd man/anova.asterOrReaster.Rd man/truncated.Rd man/families.Rd man/chamae3.Rd man/radish.Rd man/summary.reaster.Rd man/echin2.Rd man/quickle.Rd man/oats.Rd man/penmlogl.Rd man/echinacea.Rd man/chamae.Rd man/chamae2.Rd man/mlogl.Rd man/pickle.Rd man/newpickle.Rd man/raster.Rd man/summary.aster.Rd man/reaster.Rd man/predict.aster.Rd man/aster.Rd man/sim.Rd
.Rinstignore
LICENSE
CHANGES

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