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gamlss.dist (version 4.3-6)
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
13,445
Version
4.3-6
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
May 18th, 2016
Functions in gamlss.dist (4.3-6)
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BB
Beta Binomial Distribution For Fitting a GAMLSS Model
BEOI
The one-inflated beta distribution for fitting a GAMLSS
DEL
The Delaporte distribution for fitting a GAMLSS model
MN3
Multinomial distribution in GAMLSS
SICHEL
The Sichel distribution for fitting a GAMLSS model
LNO
Log Normal distribution for fitting in GAMLSS
BCPE
Box-Cox Power Exponential distribution for fitting a GAMLSS
IG
Inverse Gaussian distribution for fitting a GAMLSS
GB2
The generalized Beta type 2 and generalized Pareto distributions for fitting a GAMLSS
GEOM
Geometric distribution for fitting a GAMLSS model
RG
The Reverse Gumbel distribution for fitting a GAMLSS
BCCG
Box-Cox Cole and Green distribution (or Box-Cox normal) for fitting a GAMLSS
GG
Generalized Gamma distribution for fitting a GAMLSS
GT
The generalized t distribution for fitting a GAMLSS
BCT
Box-Cox t distribution for fitting a GAMLSS
LG
Logarithmic and zero adjusted logarithmic distributions for fitting a GAMLSS model
GB1
The generalized Beta type 1 distribution for fitting a GAMLSS
DPO
The Double Poisson distribution
LO
Logistic distribution for fitting a GAMLSS
BE
The beta distribution for fitting a GAMLSS
EXP
Exponential distribution for fitting a GAMLSS
PIG
The Poisson-inverse Gaussian distribution for fitting a GAMLSS model
JSU
The Johnson's Su distribution for fitting a GAMLSS
LOGITNO
Logit Normal distribution for fitting in GAMLSS
BEINF
The beta inflated distribution for fitting a GAMLSS
SEP
The Skew Power exponential (SEP) distribution for fitting a GAMLSS
NO2
Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
GE
Geometric distribution for fitting a GAMLSS
GA
Gamma distribution for fitting a GAMLSS
NO
Normal distribution for fitting a GAMLSS
IGAMMA
Inverse Gamma distribution for fitting a GAMLSS
EGB2
The exponential generalized Beta type 2 distribution for fitting a GAMLSS
GIG
Generalized Inverse Gaussian distribution for fitting a GAMLSS
BI
Binomial distribution for fitting a GAMLSS
NOF
Normal distribution family for fitting a GAMLSS
gamlss.dist-package
The GAMLSS distributions
checklink
Set the Right Link Function for Specified Parameter and Distribution
NET
Normal Exponential t distribution (NET) for fitting a GAMLSS
ZAGA
The zero adjusted Gamma distribution for fitting a GAMLSS model
flexDist
Non-parametric pdf from limited information data
ZIP
Zero inflated poisson distribution for fitting a GAMLSS model
BEZI
The zero-inflated beta distribution for fitting a GAMLSS
gen.Family
Functions to generate log and logit distributions from existing continuous gamlss.family distributions
WEI
Weibull distribution for fitting a GAMLSS
TF
t family distribution for fitting a GAMLSS
ST1
The skew t distributions, type 1 to 5
make.link.gamlss
Create a Link for GAMLSS families
ZANBI
Zero inflated and zero adjusted negative binomial distributions for fitting a GAMLSS model
NBII
Negative Binomial type II distribution for fitting a GAMLSS
JSUo
The original Johnson's Su distribution for fitting a GAMLSS
PARETO2
Pareto Type 2 distribution for fitting a GAMLSS
WARING
Waring distribution for fitting a GAMLSS model
NBI
Negative Binomial type I distribution for fitting a GAMLSS
PO
Poisson distribution for fitting a GAMLSS model
SN2
Skew Normal Type 2 distribution for fitting a GAMLSS
ZAP
Zero adjusted poisson distribution for fitting a GAMLSS model
exGAUS
The ex-Gaussian distribution
SEP1
The Skew Power exponential type 1-4 distribution for fitting a GAMLSS
RGE
Reverse generalized extreme family distribution for fitting a GAMLSS
SHASH
The Sinh-Arcsinh (SHASH) distribution for fitting a GAMLSS
ZIPIG
Zero inflated Poisson inverse Gaussian distributions for fitting a GAMLSS model
WEI3
A specific parameterization of the Weibull distribution for fitting a GAMLSS
gamlss.family
Family Objects for fitting a GAMLSS model
WEI2
A specific parameterization of the Weibull distribution for fitting a GAMLSS
YULE
Yule distribution for fitting a GAMLSS model
SN1
Skew Normal Type 1 distribution for fitting a GAMLSS
PE
Power Exponential distribution for fitting a GAMLSS
ZAIG
The zero adjusted Inverse Gaussian distribution for fitting a GAMLSS model
ZIP2
Zero inflated poisson distribution for fitting a GAMLSS model
ZABB
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
hazardFun
Hazard functions for gamlss.family distributions
SI
The Sichel dustribution for fitting a GAMLSS model
ZABI
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS