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gamlss.dist (version 4.3-5)
Distributions to be Used for GAMLSS Modelling
Description
The different distributions used for the response variables in GAMLSS modelling.
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Install
install.packages('gamlss.dist')
Monthly Downloads
15,638
Version
4.3-5
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
July 21st, 2015
Functions in gamlss.dist (4.3-5)
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JSU
The Johnson's Su distribution for fitting a GAMLSS
GT
The generalized t distribution for fitting a GAMLSS
GEOM
Geometric distribution for fitting a GAMLSS model
GG
Generalized Gamma distribution for fitting a GAMLSS
MN3
Multinomial distribution in GAMLSS
BEOI
The one-inflated beta distribution for fitting a GAMLSS
GB2
The generalized Beta type 2 and generalized Pareto distributions for fitting a GAMLSS
exGAUS
The ex-Gaussian distribution
ZAP
Zero adjusted poisson distribution for fitting a GAMLSS model
BE
The beta distribution for fitting a GAMLSS
hazardFun
Hazard functions for gamlss.family distributions
PIG
The Poisson-inverse Gaussian distribution for fitting a GAMLSS model
GIG
Generalized Inverse Gaussian distribution for fitting a GAMLSS
SN2
Skew Normal Type 2 distribution for fitting a GAMLSS
GE
Geometric distribution for fitting a GAMLSS
PE
Power Exponential distribution for fitting a GAMLSS
NO
Normal distribution for fitting a GAMLSS
SICHEL
The Sichel distribution for fitting a GAMLSS model
SHASH
The Sinh-Arcsinh (SHASH) distribution for fitting a GAMLSS
GB1
The generalized Beta type 1 distribution for fitting a GAMLSS
EXP
Exponential distribution for fitting a GAMLSS
BI
Binomial distribution for fitting a GAMLSS
WARING
Waring distribution for fitting a GAMLSS model
BCPE
Box-Cox Power Exponential distribution for fitting a GAMLSS
DPO
The Double Poisson distribution
NBI
Negative Binomial type I distribution for fitting a GAMLSS
BEZI
The zero-inflated beta distribution for fitting a GAMLSS
LG
Logarithmic and zero adjusted logarithmic distributions for fitting a GAMLSS model
NOF
Normal distribution family for fitting a GAMLSS
checklink
Set the Right Link Function for Specified Parameter and Distribution
RG
The Reverse Gumbel distribution for fitting a GAMLSS
ZAIG
The zero adjusted Inverse Gaussian distribution for fitting a GAMLSS model
PO
Poisson distribution for fitting a GAMLSS model
ST1
The skew t distributions, type 1 to 5
NBII
Negative Binomial type II distribution for fitting a GAMLSS
SEP
The Skew Power exponential (SEP) distribution for fitting a GAMLSS
TF
t family distribution for fitting a GAMLSS
PARETO2
Pareto Type 2 distribution for fitting a GAMLSS
LNO
Log Normal distribution for fitting in GAMLSS
SI
The Sichel dustribution for fitting a GAMLSS model
LOGITNO
Logit Normal distribution for fitting in GAMLSS
BEINF
The beta inflated distribution for fitting a GAMLSS
DEL
The Delaporte distribution for fitting a GAMLSS model
ZIPIG
Zero inflated Poisson inverse Gaussian distributions for fitting a GAMLSS model
RGE
Reverse generalized extreme family distribution for fitting a GAMLSS
ZIP
Zero inflated poisson distribution for fitting a GAMLSS model
ZANBI
Zero inflated and zero adjusted negative binomial distributions for fitting a GAMLSS model
BCT
Box-Cox t distribution for fitting a GAMLSS
WEI2
A specific parameterization of the Weibull distribution for fitting a GAMLSS
SN1
Skew Normal Type 1 distribution for fitting a GAMLSS
NET
Normal Exponential t distribution (NET) for fitting a GAMLSS
WEI
Weibull distribution for fitting a GAMLSS
YULE
Yule distribution for fitting a GAMLSS model
flexDist
Non-parametric pdf from limited information data
gen.Family
Functions to generate log and logit distributions from existing continuous gamlss.family distributions
NO2
Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
SEP1
The Skew Power exponential type 1-4 distribution for fitting a GAMLSS
ZIP2
Zero inflated poisson distribution for fitting a GAMLSS model
JSUo
The original Johnson's Su distribution for fitting a GAMLSS
BB
Beta Binomial Distribution For Fitting a GAMLSS Model
LO
Logistic distribution for fitting a GAMLSS
IGAMMA
Inverse Gamma distribution for fitting a GAMLSS
BCCG
Box-Cox Cole and Green distribution (or Box-Cox normal) for fitting a GAMLSS
GA
Gamma distribution for fitting a GAMLSS
EGB2
The exponential generalized Beta type 2 distribution for fitting a GAMLSS
IG
Inverse Gaussian distribution for fitting a GAMLSS
ZABB
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
ZAGA
The zero adjusted Gamma distribution for fitting a GAMLSS model
WEI3
A specific parameterization of the Weibull distribution for fitting a GAMLSS
make.link.gamlss
Create a Link for GAMLSS families
gamlss.family
Family Objects for fitting a GAMLSS model
gamlss.dist-package
The GAMLSS distributions
ZABI
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS