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gamlss.dist (version 6.0-1)

Distributions for Generalized Additive Models for Location Scale and Shape

Description

A set of distributions which can be used for modelling the response variables in Generalized Additive Models for Location Scale and Shape, Rigby and Stasinopoulos (2005), . The distributions can be continuous, discrete or mixed distributions. Extra distributions can be created, by transforming, any continuous distribution defined on the real line, to a distribution defined on ranges 0 to infinity or 0 to 1, by using a ''log'' or a ''logit' transformation respectively.

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Version

Install

install.packages('gamlss.dist')

Monthly Downloads

14,263

Version

6.0-1

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

November 13th, 2021

Functions in gamlss.dist (6.0-1)

BNB

Beta Negative Binomial distribution for fitting a GAMLSS
BI

Binomial distribution for fitting a GAMLSS
BCCG

Box-Cox Cole and Green distribution (or Box-Cox normal) for fitting a GAMLSS
BE

The beta distribution for fitting a GAMLSS
BB

Beta Binomial Distribution For Fitting a GAMLSS Model
BEOI

The one-inflated beta distribution for fitting a GAMLSS
BCPE

Box-Cox Power Exponential distribution for fitting a GAMLSS
BEZI

The zero-inflated beta distribution for fitting a GAMLSS
BCT

Box-Cox t distribution for fitting a GAMLSS
BEINF

The beta inflated distribution for fitting a GAMLSS
GB1

The generalized Beta type 1 distribution for fitting a GAMLSS
GPO

The generalised Poisson distribution
GIG

Generalized Inverse Gaussian distribution for fitting a GAMLSS
GB2

The generalized Beta type 2 and generalized Pareto distributions for fitting a GAMLSS
GT

The generalized t distribution for fitting a GAMLSS
GU

The Gumbel distribution for fitting a GAMLSS
GAF

The Gamma distribution family
GA

Gamma distribution for fitting a GAMLSS
DBI

The Double binomial distribution
NBII

Negative Binomial type II distribution for fitting a GAMLSS
DEL

The Delaporte distribution for fitting a GAMLSS model
GEOM

Geometric distribution for fitting a GAMLSS model
LQNO

Normal distribution with a specific mean and variance relationship for fitting a GAMLSS model
GG

Generalized Gamma distribution for fitting a GAMLSS
LG

Logarithmic and zero adjusted logarithmic distributions for fitting a GAMLSS model
MN3

Multinomial distribution in GAMLSS
LNO

Log Normal distribution for fitting in GAMLSS
NOF

Normal distribution family for fitting a GAMLSS
NO

Normal distribution for fitting a GAMLSS
DBURR12

The Discrete Burr type XII distribution for fitting a GAMLSS model
NET

Normal Exponential t distribution (NET) for fitting a GAMLSS
JSU

The Johnson's Su distribution for fitting a GAMLSS
DPO

The Double Poisson distribution
PE

Power Exponential distribution for fitting a GAMLSS
JSUo

The original Johnson's Su distribution for fitting a GAMLSS
EGB2

The exponential generalized Beta type 2 distribution for fitting a GAMLSS
PARETO2

Pareto distributions for fitting in GAMLSS
RGE

Reverse generalized extreme family distribution for fitting a GAMLSS
SIMPLEX

The simplex distribution for fitting a GAMLSS
SEP

The Skew Power exponential (SEP) distribution for fitting a GAMLSS
LO

Logistic distribution for fitting a GAMLSS
LOGITNO

Logit Normal distribution for fitting in GAMLSS
SEP1

The Skew Power exponential type 1-4 distribution for fitting a GAMLSS
RG

The Reverse Gumbel distribution for fitting a GAMLSS
TF

t family distribution for fitting a GAMLSS
PO

Poisson distribution for fitting a GAMLSS model
PIG

The Poisson-inverse Gaussian distribution for fitting a GAMLSS model
ZIP

Zero inflated poisson distribution for fitting a GAMLSS model
ZAGA

The zero adjusted Gamma distribution for fitting a GAMLSS model
WARING

Waring distribution for fitting a GAMLSS model
SN1

Skew Normal Type 1 distribution for fitting a GAMLSS
ZAIG

The zero adjusted Inverse Gaussian distribution for fitting a GAMLSS model
SI

The Sichel dustribution for fitting a GAMLSS model
EXP

Exponential distribution for fitting a GAMLSS
IG

Inverse Gaussian distribution for fitting a GAMLSS
ZANBI

Zero inflated and zero adjusted negative binomial distributions for fitting a GAMLSS model
SICHEL

The Sichel distribution for fitting a GAMLSS model
IGAMMA

Inverse Gamma distribution for fitting a GAMLSS
NBF

Negative Binomial Family distribution for fitting a GAMLSS
SN2

Skew Normal Type 2 distribution for fitting a GAMLSS
NBI

Negative Binomial type I distribution for fitting a GAMLSS
NO2

Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
gen.Family

Functions to generate log and logit distributions from existing continuous gamlss.family distributions
WEI2

A specific parameterization of the Weibull distribution for fitting a GAMLSS
WEI

Weibull distribution for fitting a GAMLSS
gamlss.family

Family Objects for fitting a GAMLSS model
count_1_31

A set of functions to plot gamlss.family distributions
ZABI

Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
ZABB

Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
hazardFun

Hazard functions for gamlss.family distributions
ZAP

Zero adjusted poisson distribution for fitting a GAMLSS model
ST1

The skew t distributions, type 1 to 5
exGAUS

The ex-Gaussian distribution
checklink

Set the Right Link Function for Specified Parameter and Distribution
ZIPF

The zipf and zero adjusted zipf distributions for fitting a GAMLSS model
SHASH

The Sinh-Arcsinh (SHASH) distribution for fitting a GAMLSS
flexDist

Non-parametric pdf from limited information data
make.link.gamlss

Create a Link for GAMLSS families
WEI3

A specific parameterization of the Weibull distribution for fitting a GAMLSS
YULE

Yule distribution for fitting a GAMLSS model
ZIP2

Zero inflated poisson distribution for fitting a GAMLSS model
gamlss.dist-package

gamlss.dist
momentSK

Sample and theoretical Moment and Centile Skewness and Kurtosis Functions