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gamlss.dist (version 5.0-0)
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
16,159
Version
5.0-0
License
GPL-2 | GPL-3
Maintainer
Mikis Stasinopoulos
Last Published
October 18th, 2016
Functions in gamlss.dist (5.0-0)
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checklink
Set the Right Link Function for Specified Parameter and Distribution
BB
Beta Binomial Distribution For Fitting a GAMLSS Model
BI
Binomial distribution for fitting a GAMLSS
BCT
Box-Cox t distribution for fitting a GAMLSS
BCPE
Box-Cox Power Exponential distribution for fitting a GAMLSS
BEOI
The one-inflated beta distribution for fitting a GAMLSS
BE
The beta distribution for fitting a GAMLSS
BCCG
Box-Cox Cole and Green distribution (or Box-Cox normal) for fitting a GAMLSS
BEINF
The beta inflated distribution for fitting a GAMLSS
BEZI
The zero-inflated beta distribution for fitting a GAMLSS
EXP
Exponential distribution for fitting a GAMLSS
GA
Gamma distribution for fitting a GAMLSS
exGAUS
The ex-Gaussian distribution
gamlss.dist-package
The GAMLSS distributions
DEL
The Delaporte distribution for fitting a GAMLSS model
EGB2
The exponential generalized Beta type 2 distribution for fitting a GAMLSS
flexDist
Non-parametric pdf from limited information data
DPO
The Double Poisson distribution
GB1
The generalized Beta type 1 distribution for fitting a GAMLSS
gamlss.family
Family Objects for fitting a GAMLSS model
hazardFun
Hazard functions for gamlss.family distributions
IGAMMA
Inverse Gamma distribution for fitting a GAMLSS
GEOM
Geometric distribution for fitting a GAMLSS model
GIG
Generalized Inverse Gaussian distribution for fitting a GAMLSS
GG
Generalized Gamma distribution for fitting a GAMLSS
GT
The generalized t distribution for fitting a GAMLSS
gen.Family
Functions to generate log and logit distributions from existing continuous gamlss.family distributions
GB2
The generalized Beta type 2 and generalized Pareto distributions for fitting a GAMLSS
IG
Inverse Gaussian distribution for fitting a GAMLSS
JSU
The Johnson's Su distribution for fitting a GAMLSS
LNO
Log Normal distribution for fitting in GAMLSS
NBF
Negative Binomial Family distribution for fitting a GAMLSS
LOGITNO
Logit Normal distribution for fitting in GAMLSS
LO
Logistic distribution for fitting a GAMLSS
NBII
Negative Binomial type II distribution for fitting a GAMLSS
NBI
Negative Binomial type I distribution for fitting a GAMLSS
make.link.gamlss
Create a Link for GAMLSS families
LG
Logarithmic and zero adjusted logarithmic distributions for fitting a GAMLSS model
JSUo
The original Johnson's Su distribution for fitting a GAMLSS
MN3
Multinomial distribution in GAMLSS
PIG
The Poisson-inverse Gaussian distribution for fitting a GAMLSS model
NOF
Normal distribution family for fitting a GAMLSS
NO2
Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
PE
Power Exponential distribution for fitting a GAMLSS
PARETO2
Pareto Type 2 distribution for fitting a GAMLSS
NET
Normal Exponential t distribution (NET) for fitting a GAMLSS
SEP
The Skew Power exponential (SEP) distribution for fitting a GAMLSS
PO
Poisson distribution for fitting a GAMLSS model
NO
Normal distribution for fitting a GAMLSS
RG
The Reverse Gumbel distribution for fitting a GAMLSS
SHASH
The Sinh-Arcsinh (SHASH) distribution for fitting a GAMLSS
ST1
The skew t distributions, type 1 to 5
SEP1
The Skew Power exponential type 1-4 distribution for fitting a GAMLSS
TF
t family distribution for fitting a GAMLSS
SI
The Sichel dustribution for fitting a GAMLSS model
SN1
Skew Normal Type 1 distribution for fitting a GAMLSS
WARING
Waring distribution for fitting a GAMLSS model
SN2
Skew Normal Type 2 distribution for fitting a GAMLSS
SICHEL
The Sichel distribution for fitting a GAMLSS model
WEI
Weibull distribution for fitting a GAMLSS
ZIP
Zero inflated poisson distribution for fitting a GAMLSS model
ZABI
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
ZABB
Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
ZIP2
Zero inflated poisson distribution for fitting a GAMLSS model
ZAGA
The zero adjusted Gamma distribution for fitting a GAMLSS model
WEI3
A specific parameterization of the Weibull distribution for fitting a GAMLSS
WEI2
A specific parameterization of the Weibull distribution for fitting a GAMLSS
ZAIG
The zero adjusted Inverse Gaussian distribution for fitting a GAMLSS model
ZAP
Zero adjusted poisson distribution for fitting a GAMLSS model
ZANBI
Zero inflated and zero adjusted negative binomial distributions for fitting a GAMLSS model
ZIPIG
Zero inflated Poisson inverse Gaussian distributions for fitting a GAMLSS model
GE
Geometric distribution for fitting a GAMLSS
YULE
Yule distribution for fitting a GAMLSS model
RGE
Reverse generalized extreme family distribution for fitting a GAMLSS