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gamlss.dist (version 5.1-4)

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

11,611

Version

5.1-4

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

May 15th, 2019

Functions in gamlss.dist (5.1-4)

BEOI

The one-inflated beta distribution for fitting a GAMLSS
DPO

The Double Poisson distribution
GIG

Generalized Inverse Gaussian distribution for fitting a GAMLSS
GPO

The generalised Poisson distribution
GB1

The generalized Beta type 1 distribution for fitting a GAMLSS
PE

Power Exponential distribution for fitting a GAMLSS
PIG

The Poisson-inverse Gaussian distribution for fitting a GAMLSS model
SEP1

The Skew Power exponential type 1-4 distribution for fitting a GAMLSS
GB2

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

Inverse Gaussian distribution for fitting a GAMLSS
BE

The beta distribution for fitting a GAMLSS
SHASH

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

Inverse Gamma distribution for fitting a GAMLSS
LO

Logistic distribution for fitting a GAMLSS
BB

Beta Binomial Distribution For Fitting a GAMLSS Model
LOGITNO

Logit Normal distribution for fitting in GAMLSS
NOF

Normal distribution family for fitting a GAMLSS
BCCG

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

The Double binomial distribution
BEINF

The beta inflated distribution for fitting a GAMLSS
JSU

The Johnson's Su distribution for fitting a GAMLSS
NBII

Negative Binomial type II distribution for fitting a GAMLSS
DBURR12

The Discrete Burr type XII distribution for fitting a GAMLSS model
PARETO2

Pareto distributions for fitting in GAMLSS
ZABB

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

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

Box-Cox Power Exponential distribution for fitting a GAMLSS
JSUo

The original Johnson's Su distribution for fitting a GAMLSS
WEI3

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

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

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

Box-Cox t distribution for fitting a GAMLSS
GA

Gamma distribution for fitting a GAMLSS
YULE

Yule distribution for fitting a GAMLSS model
BI

Binomial distribution for fitting a GAMLSS
count_1_31

A set of functions to plot gamlss.family distributions
exGAUS

The ex-Gaussian distribution
momentSK

Sample and theoretical Moment and Centile Skewness and Kurtosis Functions
MN3

Multinomial distribution in GAMLSS
GAF

The Gamma distribution family
BNB

Beta Negative Binomial distribution for fitting a GAMLSS
SI

The Sichel dustribution for fitting a GAMLSS model
EGB2

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

The generalized t distribution for fitting a GAMLSS
EXP

Exponential distribution for fitting a GAMLSS
SICHEL

The Sichel distribution for fitting a GAMLSS model
ZAGA

The zero adjusted Gamma distribution for fitting a GAMLSS model
GU

The Gumbel distribution for fitting a GAMLSS
NBF

Negative Binomial Family distribution for fitting a GAMLSS
RG

The Reverse Gumbel distribution for fitting a GAMLSS
PO

Poisson distribution for fitting a GAMLSS model
GEOM

Geometric distribution for fitting a GAMLSS model
ZAIG

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

Generalized Gamma distribution for fitting a GAMLSS
flexDist

Non-parametric pdf from limited information data
LG

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

Log Normal distribution for fitting in GAMLSS
NO2

Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
NO

Normal distribution for fitting a GAMLSS
NBI

Negative Binomial type I distribution for fitting a GAMLSS
SIMPLEX

The simplex distribution for fitting a GAMLSS
SN1

Skew Normal Type 1 distribution for fitting a GAMLSS
WEI

Weibull distribution for fitting a GAMLSS
gamlss.dist-package

gamlss.dist
RGE

Reverse generalized extreme family distribution for fitting a GAMLSS
TF

t family distribution for fitting a GAMLSS
WARING

Waring distribution for fitting a GAMLSS model
WEI2

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

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

Zero adjusted poisson distribution for fitting a GAMLSS model
gamlss.family

Family Objects for fitting a GAMLSS model
gen.Family

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

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

The Skew Power exponential (SEP) distribution for fitting a GAMLSS
SN2

Skew Normal Type 2 distribution for fitting a GAMLSS
ST1

The skew t distributions, type 1 to 5
checklink

Set the Right Link Function for Specified Parameter and Distribution
hazardFun

Hazard functions for gamlss.family distributions
ZIP

Zero inflated poisson distribution for fitting a GAMLSS model
make.link.gamlss

Create a Link for GAMLSS families
ZIP2

Zero inflated poisson distribution for fitting a GAMLSS model
DEL

The Delaporte distribution for fitting a GAMLSS model
BEZI

The zero-inflated beta distribution for fitting a GAMLSS