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gamlss.dist (version 5.1-6)

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

16,159

Version

5.1-6

License

GPL-2 | GPL-3

Maintainer

Mikis Stasinopoulos

Last Published

February 3rd, 2020

Functions in gamlss.dist (5.1-6)

BCT

Box-Cox t distribution for fitting a GAMLSS
BE

The beta distribution for fitting a GAMLSS
BEZI

The zero-inflated beta distribution for fitting a GAMLSS
BEOI

The one-inflated beta distribution for fitting a GAMLSS
BB

Beta Binomial Distribution For Fitting a GAMLSS Model
BEINF

The beta inflated distribution for fitting a GAMLSS
NOF

Normal distribution family for fitting a GAMLSS
NBI

Negative Binomial type I distribution for fitting a GAMLSS
DBI

The Double binomial distribution
DBURR12

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

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

Binomial distribution for fitting a GAMLSS
JSUo

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

The Delaporte distribution for fitting a GAMLSS model
SEP1

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

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

The Double Poisson distribution
GT

The generalized t distribution for fitting a GAMLSS
GB1

The generalized Beta type 1 distribution for fitting a GAMLSS
JSU

The Johnson's Su distribution for fitting a GAMLSS
MN3

Multinomial distribution in GAMLSS
EXP

Exponential distribution for fitting a GAMLSS
PARETO2

Pareto distributions for fitting in GAMLSS
GPO

The generalised Poisson distribution
EGB2

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

Reverse generalized extreme family distribution for fitting a GAMLSS
BNB

Beta Negative Binomial distribution for fitting a GAMLSS
SEP

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

Geometric distribution for fitting a GAMLSS model
LOGITNO

Logit Normal distribution for fitting in GAMLSS
GB2

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

Generalized Inverse Gaussian distribution for fitting a GAMLSS
LG

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

Logistic distribution for fitting a GAMLSS
GU

The Gumbel distribution for fitting a GAMLSS
LNO

Log Normal distribution for fitting in GAMLSS
NO

Normal distribution for fitting a GAMLSS
SI

The Sichel dustribution for fitting a GAMLSS model
PO

Poisson distribution for fitting a GAMLSS model
GG

Generalized Gamma distribution for fitting a GAMLSS
SHASH

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

The Sichel distribution for fitting a GAMLSS model
NO2

Normal distribution (with variance as sigma parameter) for fitting a GAMLSS
ZABB

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

t family distribution for fitting a GAMLSS
RG

The Reverse Gumbel distribution for fitting a GAMLSS
ZANBI

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

The simplex distribution for fitting a GAMLSS
flexDist

Non-parametric pdf from limited information data
gamlss.dist-package

gamlss.dist
NBII

Negative Binomial type II distribution for fitting a GAMLSS
PE

Power Exponential distribution for fitting a GAMLSS
SN1

Skew Normal Type 1 distribution for fitting a GAMLSS
ZABI

Zero inflated and zero adjusted Binomial distribution for fitting in GAMLSS
ST1

The skew t distributions, type 1 to 5
ZAP

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

Create a Link for GAMLSS families
NET

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

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

Weibull distribution for fitting a GAMLSS
SN2

Skew Normal Type 2 distribution for fitting a GAMLSS
gamlss.family

Family Objects for fitting a GAMLSS model
hazardFun

Hazard functions for gamlss.family distributions
gen.Family

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

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

Waring distribution for fitting a GAMLSS model
ZAGA

The zero adjusted Gamma distribution for fitting a GAMLSS model
ZIP2

Zero inflated poisson distribution for fitting a GAMLSS model
ZIP

Zero inflated poisson distribution for fitting a GAMLSS model
checklink

Set the Right Link Function for Specified Parameter and Distribution
WEI3

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

The zipf and zero adjusted zipf distributions for fitting a GAMLSS model
count_1_31

A set of functions to plot gamlss.family distributions
YULE

Yule distribution for fitting a GAMLSS model
WEI2

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

The ex-Gaussian distribution
momentSK

Sample and theoretical Moment and Centile Skewness and Kurtosis Functions
BCPE

Box-Cox Power Exponential distribution for fitting a GAMLSS
IG

Inverse Gaussian distribution for fitting a GAMLSS
GA

Gamma distribution for fitting a GAMLSS
IGAMMA

Inverse Gamma distribution for fitting a GAMLSS
GAF

The Gamma distribution family
NBF

Negative Binomial Family distribution for fitting a GAMLSS