gamlss.dist: Distributions to be Used for GAMLSS Modelling

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The different distributions used for the response variables in GAMLSS modelling.

Author
Mikis Stasinopoulos <mikis.stasinopoulos@gamlss.org>, Bob Rigby with contributions from Calliope Akantziliotou, Gillian Heller, Raydonal Ospina <rospina@ime.usp.br>, Nicoletta Motpan, Fiona McElduff, Vlasios Voudouris, Majid Djennad, Marco Enea and Alexios Ghalanos.
Date of publication
2016-10-18 23:49:24
Maintainer
Mikis Stasinopoulos <mikis.stasinopoulos@gamlss.org>
License
GPL-2 | GPL-3
Version
5.0-0
URLs

View on CRAN

Man pages

BB
Beta Binomial Distribution For Fitting a GAMLSS Model
BCCG
Box-Cox Cole and Green distribution (or Box-Cox normal) for...
BCPE
Box-Cox Power Exponential distribution for fitting a GAMLSS
BCt
Box-Cox t distribution for fitting a GAMLSS
BE
The beta distribution for fitting a GAMLSS
BEINF
The beta inflated distribution for fitting a GAMLSS
BEOI
The one-inflated beta distribution for fitting a GAMLSS
BEZI
The zero-inflated beta distribution for fitting a GAMLSS
BI
Binomial distribution for fitting a GAMLSS
checklink
Set the Right Link Function for Specified Parameter and...
DEL
The Delaporte distribution for fitting a GAMLSS model
DPO
The Double Poisson distribution
EGB2
The exponential generalized Beta type 2 distribution for...
exGAUS
The ex-Gaussian distribution
EXP
Exponential distribution for fitting a GAMLSS
flexDist
Non-parametric pdf from limited information data
GA
Gamma distribution for fitting a GAMLSS
gamlss.dist.package
The GAMLSS distributions
gamlss.family
Family Objects for fitting a GAMLSS model
GB1
The generalized Beta type 1 distribution for fitting a GAMLSS
GB2
The generalized Beta type 2 and generalized Pareto...
GE
Geometric distribution for fitting a GAMLSS
gen.Family
Functions to generate log and logit distributions from...
GEOM
Geometric distribution for fitting a GAMLSS model
GG
Generalized Gamma distribution for fitting a GAMLSS
GIG
Generalized Inverse Gaussian distribution for fitting a...
GT
The generalized t distribution for fitting a GAMLSS
hazardFun
Hazard functions for gamlss.family distributions
IG
Inverse Gaussian distribution for fitting a GAMLSS
IGAMMA
Inverse Gamma distribution for fitting a GAMLSS
JSU
The Johnson's Su distribution for fitting a GAMLSS
JSUoriginal
The original Johnson's Su distribution for fitting a GAMLSS
LG
Logarithmic and zero adjusted logarithmic distributions for...
LNO
Log Normal distribution for fitting in GAMLSS
LOGISTIC
Logistic distribution for fitting a GAMLSS
LOGITNO
Logit Normal distribution for fitting in GAMLSS
make.link.gamlss
Create a Link for GAMLSS families
Multinomial
Multinomial distribution in GAMLSS
NBF
Negative Binomial Family distribution for fitting a GAMLSS
NBI
Negative Binomial type I distribution for fitting a GAMLSS
NBII
Negative Binomial type II distribution for fitting a GAMLSS
NET
Normal Exponential t distribution (NET) for fitting a GAMLSS
NO
Normal distribution for fitting a GAMLSS
NO2
Normal distribution (with variance as sigma parameter) for...
NOF
Normal distribution family for fitting a GAMLSS
PARETO2
Pareto Type 2 distribution for fitting a GAMLSS
PE
Power Exponential distribution for fitting a GAMLSS
PIG
The Poisson-inverse Gaussian distribution for fitting a...
PO
Poisson distribution for fitting a GAMLSS model
RG
The Reverse Gumbel distribution for fitting a GAMLSS
RGE
Reverse generalized extreme family distribution for fitting a...
SEP
The Skew Power exponential (SEP) distribution for fitting a...
SEP1
The Skew Power exponential type 1-4 distribution for fitting...
SHASH
The Sinh-Arcsinh (SHASH) distribution for fitting a GAMLSS
SI
The Sichel dustribution for fitting a GAMLSS model
SICHEL
The Sichel distribution for fitting a GAMLSS model
SN1
Skew Normal Type 1 distribution for fitting a GAMLSS
SN2
Skew Normal Type 2 distribution for fitting a GAMLSS
ST1
The skew t distributions, type 1 to 5
TF
t family distribution for fitting a GAMLSS
WARING
Waring distribution for fitting a GAMLSS model
WEI
Weibull distribution for fitting a GAMLSS
WEI2
A specific parameterization of the Weibull distribution for...
WEI3
A specific parameterization of the Weibull distribution for...
YULE
Yule distribution for fitting a GAMLSS model
ZABB
Zero inflated and zero adjusted Binomial distribution for...
ZABI
Zero inflated and zero adjusted Binomial distribution for...
ZAGA
The zero adjusted Gamma distribution for fitting a GAMLSS...
ZAIG
The zero adjusted Inverse Gaussian distribution for fitting a...
ZANBI
Zero inflated and zero adjusted negative binomial...
ZAP
Zero adjusted poisson distribution for fitting a GAMLSS model
ZIP
Zero inflated poisson distribution for fitting a GAMLSS model
ZIP2
Zero inflated poisson distribution for fitting a GAMLSS model
ZIPIG
Zero inflated Poisson inverse Gaussian distributions for...

Files in this package

gamlss.dist
gamlss.dist/inst
gamlss.dist/inst/doc
gamlss.dist/inst/doc/Distributions-2010.pdf
gamlss.dist/src
gamlss.dist/src/tocdfSIbis.c
gamlss.dist/src/cdfSICHEL.c
gamlss.dist/src/tofydel1.c
gamlss.dist/src/tofySI1.c
gamlss.dist/src/tocdf.c
gamlss.dist/src/ST3.h
gamlss.dist/src/tofyPIG1.c
gamlss.dist/src/tofySI2.c
gamlss.dist/src/tofySICHEL2.c
gamlss.dist/src/dDPOgetC5_C.c
gamlss.dist/src/tofySICHEL1.c
gamlss.dist/src/tofydel2.c
gamlss.dist/src/tofyHead.h
gamlss.dist/src/ST3.c
gamlss.dist/src/tofyPIG2.c
gamlss.dist/NAMESPACE
gamlss.dist/R
gamlss.dist/R/Logistic.R
gamlss.dist/R/GE.R
gamlss.dist/R/make-link-gamlss-4-4-13.R
gamlss.dist/R/BEINF1.R
gamlss.dist/R/PE2.R
gamlss.dist/R/GEOM.R
gamlss.dist/R/DoublePoisson-30-12-14.R
gamlss.dist/R/BE.R
gamlss.dist/R/ZIBI.R
gamlss.dist/R/RGE.R
gamlss.dist/R/GB1.R
gamlss.dist/R/po.r
gamlss.dist/R/BB.R
gamlss.dist/R/NBF.R
gamlss.dist/R/logNO.R
gamlss.dist/R/GA.R
gamlss.dist/R/multin-23-09-12.R
gamlss.dist/R/ST2.R
gamlss.dist/R/ZAP.R
gamlss.dist/R/SHASHo2.R
gamlss.dist/R/genFamily.R
gamlss.dist/R/ST3C.R
gamlss.dist/R/LG.R
gamlss.dist/R/BI.R
gamlss.dist/R/BEINF.R
gamlss.dist/R/YULE.R
gamlss.dist/R/NBII.R
gamlss.dist/R/hazard.R
gamlss.dist/R/NBI.R
gamlss.dist/R/JSU.R
gamlss.dist/R/ZIP.R
gamlss.dist/R/ZALG.R
gamlss.dist/R/PARETO2o.R
gamlss.dist/R/EXP.R
gamlss.dist/R/ST4.R
gamlss.dist/R/SEP1.R
gamlss.dist/R/NOF-13-3-13.R
gamlss.dist/R/BEINF0.R
gamlss.dist/R/GU.R
gamlss.dist/R/LOGIT_NO.R
gamlss.dist/R/SEP4.R
gamlss.dist/R/ST5.R
gamlss.dist/R/PIG.R
gamlss.dist/R/GB2.R
gamlss.dist/R/IGA.R
gamlss.dist/R/SN1.R
gamlss.dist/R/SEP2.R
gamlss.dist/R/ZAIG.R
gamlss.dist/R/checkBCPE.R
gamlss.dist/R/IG.R
gamlss.dist/R/ZABB.R
gamlss.dist/R/TF.R
gamlss.dist/R/ZINBI.R
gamlss.dist/R/RG.R
gamlss.dist/R/SICHEL-10-09-12.R
gamlss.dist/R/WEI.R
gamlss.dist/R/PE.R
gamlss.dist/R/TF2.R
gamlss.dist/R/SI.R
gamlss.dist/R/gamlss-family.R
gamlss.dist/R/PARETO2.R
gamlss.dist/R/ZABI.R
gamlss.dist/R/SN2.R
gamlss.dist/R/WEI3.R
gamlss.dist/R/MN4.R
gamlss.dist/R/SHASHo.R
gamlss.dist/R/WEI2.R
gamlss.dist/R/ST3.R
gamlss.dist/R/BCCG.R
gamlss.dist/R/DELAPORT.R
gamlss.dist/R/MN3.R
gamlss.dist/R/SST.R
gamlss.dist/R/LNO.R
gamlss.dist/R/BCPE.R
gamlss.dist/R/BCT.R
gamlss.dist/R/BEo.R
gamlss.dist/R/logNO2.R
gamlss.dist/R/ZIP2.R
gamlss.dist/R/ZIPIG.R
gamlss.dist/R/flexDist.R
gamlss.dist/R/ZANBI.R
gamlss.dist/R/SEP.R
gamlss.dist/R/GT.R
gamlss.dist/R/BEZI.r
gamlss.dist/R/WARING_BOB.r
gamlss.dist/R/EGB2.R
gamlss.dist/R/GG.R
gamlss.dist/R/GIG.R
gamlss.dist/R/NET.R
gamlss.dist/R/MN5.R
gamlss.dist/R/GeneralisedPareto.R
gamlss.dist/R/JSUo.R
gamlss.dist/R/SEP3.R
gamlss.dist/R/NO.r
gamlss.dist/R/ST1.R
gamlss.dist/R/BEOI.r
gamlss.dist/R/SHASH.R
gamlss.dist/R/exGAUS.R
gamlss.dist/R/ZIBB.R
gamlss.dist/R/ZAGA.R
gamlss.dist/MD5
gamlss.dist/DESCRIPTION
gamlss.dist/man
gamlss.dist/man/WEI.Rd
gamlss.dist/man/SHASH.Rd
gamlss.dist/man/GIG.Rd
gamlss.dist/man/BCt.Rd
gamlss.dist/man/PARETO2.Rd
gamlss.dist/man/BE.Rd
gamlss.dist/man/SICHEL.Rd
gamlss.dist/man/BCCG.Rd
gamlss.dist/man/LOGISTIC.Rd
gamlss.dist/man/JSU.Rd
gamlss.dist/man/hazardFun.Rd
gamlss.dist/man/ZANBI.Rd
gamlss.dist/man/NBI.Rd
gamlss.dist/man/SN2.Rd
gamlss.dist/man/GG.Rd
gamlss.dist/man/SEP.Rd
gamlss.dist/man/GB1.Rd
gamlss.dist/man/SI.Rd
gamlss.dist/man/flexDist.Rd
gamlss.dist/man/IG.Rd
gamlss.dist/man/TF.Rd
gamlss.dist/man/ZIP.Rd
gamlss.dist/man/GB2.Rd
gamlss.dist/man/BI.Rd
gamlss.dist/man/ZAIG.Rd
gamlss.dist/man/EXP.Rd
gamlss.dist/man/LNO.Rd
gamlss.dist/man/LOGITNO.Rd
gamlss.dist/man/exGAUS.Rd
gamlss.dist/man/gamlss.family.Rd
gamlss.dist/man/gamlss.dist.package.Rd
gamlss.dist/man/EGB2.Rd
gamlss.dist/man/ZIPIG.Rd
gamlss.dist/man/ZABI.Rd
gamlss.dist/man/make.link.gamlss.Rd
gamlss.dist/man/ST1.Rd
gamlss.dist/man/BEZI.Rd
gamlss.dist/man/RGE.Rd
gamlss.dist/man/IGAMMA.Rd
gamlss.dist/man/SEP1.Rd
gamlss.dist/man/ZAP.Rd
gamlss.dist/man/GT.Rd
gamlss.dist/man/BCPE.Rd
gamlss.dist/man/ZAGA.Rd
gamlss.dist/man/ZIP2.Rd
gamlss.dist/man/WARING.Rd
gamlss.dist/man/BEINF.Rd
gamlss.dist/man/ZABB.Rd
gamlss.dist/man/DPO.Rd
gamlss.dist/man/YULE.Rd
gamlss.dist/man/NO2.Rd
gamlss.dist/man/WEI3.Rd
gamlss.dist/man/PE.Rd
gamlss.dist/man/DEL.Rd
gamlss.dist/man/NBII.Rd
gamlss.dist/man/NBF.Rd
gamlss.dist/man/JSUoriginal.Rd
gamlss.dist/man/WEI2.Rd
gamlss.dist/man/BEOI.Rd
gamlss.dist/man/RG.Rd
gamlss.dist/man/GU.rd
gamlss.dist/man/SN1.Rd
gamlss.dist/man/NET.Rd
gamlss.dist/man/PIG.Rd
gamlss.dist/man/Multinomial.Rd
gamlss.dist/man/GEOM.Rd
gamlss.dist/man/BB.Rd
gamlss.dist/man/NOF.Rd
gamlss.dist/man/GE.Rd
gamlss.dist/man/LG.Rd
gamlss.dist/man/gen.Family.Rd
gamlss.dist/man/GA.Rd
gamlss.dist/man/NO.Rd
gamlss.dist/man/checklink.Rd
gamlss.dist/man/PO.Rd