statmod: Statistical Modeling
A collection of algorithms and functions to aid statistical modeling. Includes limiting dilution analysis (aka ELDA), growth curve comparisons, mixed linear models, heteroscedastic regression, inverse-Gaussian probability calculations, Gauss quadrature and a secure convergence algorithm for nonlinear models. Also includes advanced generalized linear model functions including Tweedie and Digamma distributional families, secure convergence and exact distributional calculations for unit deviances.
Version:
1.5.1
Depends:
R (≥ 3.0.0)
Imports:
stats, graphics
Published:
2025年10月09日
Author:
Gordon Smyth [cre, aut],
Lizhong Chen [aut],
Yifang Hu [ctb],
Peter Dunn [ctb],
Belinda Phipson [ctb],
Yunshun Chen [ctb]
Maintainer:
Gordon Smyth <smyth at wehi.edu.au>
NeedsCompilation:
yes
Documentation:
Downloads:
Reverse dependencies:
Reverse depends:
ChimpHumanBrainData,
clippda,
cond,
CopulaGAMM,
CopulaREMADA,
csampling,
diffIRT,
FactorCopula,
FastJM,
JMH,
JSM,
marg,
methylMnM,
mixcat,
MSclassifR,
MultisiteMediation,
MVR,
nlreg,
PCMRS,
PCS,
survsim,
xhaz,
ZIBR
Reverse imports:
abglasso,
actuaRE,
BayesianGLasso,
bbreg,
bgsmtr,
boxcoxmix,
bplsr,
brglm2,
BT,
cgam,
ChainLadder,
CIMPLE,
ciuupi,
ciuupi2,
CondCopulas,
conf,
cplm,
ctmm,
cuRe,
curesurv,
dearseq,
deltaccd,
DEXSeq,
dglm,
DIscBIO,
DiscreteDLM,
Distributacalcul,
dsm,
dwp,
endogeneity,
equateIRT,
equateMultiple,
expertsurv,
FER,
flexCWM,
flexrsurv,
flexsurv,
frailtypack,
FRK,
GlmSimulatoR,
glmtoolbox,
gmvjoint,
gofedf,
GPCMlasso,
greybox,
GUniFrac,
HDJM,
Hmsc,
irtQ,
jmdem,
joineR,
JointFPM,
lacm,
limma,
limpa,
Linnorm,
lmeresampler,
LRTesteR,
M3Drop,
MAnorm2,
mexhaz,
MGDrivE2,
mgss,
MicrobiomeStat,
mig,
missMethyl,
mixpoissonreg,
MJMbamlss,
mlogit,
mpra,
MSstats,
multimark,
MultOrdRS,
mvabund,
mvQuad,
NetRep,
nlmm,
npmlreg,
PanelCount,
PanelSelect,
penalizedSVM,
pglm,
PJFM,
plink,
PredPsych,
proclhmm,
promor,
qgg,
regDIF,
RISCA,
rlcv,
robnptests,
RTMBdist,
scClassify,
scran,
shinyepico,
SIMD,
sincell,
smooth,
SNSequate,
spatialLIBD,
ssrm.logmer,
survPen,
TOP,
transmdl,
UPCM,
VBJM,
yuima,
ZINAR1
Reverse suggests:
afex,
assessor,
autonomics,
bamlss,
betareg,
brms,
CNVRanger,
compcodeR,
DAAG,
DEGreport,
DEScan2,
DGEobj.utils,
easyreporting,
EnrichmentBrowser,
fitteR,
glmGamPoi,
hermes,
HTqPCR,
insight,
iSEEde,
ivygapSE,
jazzPanda,
lme4,
MatrixQCvis,
multIntTestFunc,
muscat,
npreg,
PepSetTest,
plm,
polyCub,
qPLEXanalyzer,
qPLEXdata,
RVAideMemoire,
SeBR,
Single.mTEC.Transcriptomes,
sparrow,
SparseGrid,
speckle,
spmodel,
SSN2,
SubTS,
topconfects,
tweedie,
variancePartition,
vbmp,
vws
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=statmod
to link to this page.