gamlss.dist6.1-1 package

Distributions for Generalized Additive Models for Location Scale and Shape

BB

Beta Binomial Distribution For Fitting a GAMLSS Model

BCCG

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

BCPE

Box-Cox Power Exponential distribution for fitting a GAMLSS

BCt

Box-Cox t distribution for fitting a GAMLSS

BE

The beta distribution for fitting a GAMLSS

BEINF

The beta inflated distribution for fitting a GAMLSS

BEOI

The one-inflated beta distribution for fitting a GAMLSS

BEZI

The zero-inflated beta distribution for fitting a GAMLSS

BI

Binomial distribution for fitting a GAMLSS

BNB

Beta Negative Binomial distribution for fitting a GAMLSS

checklink

Set the Right Link Function for Specified Parameter and Distribution

count_1_31

A set of functions to plot gamlss.family distributions

DBI

The Double binomial distribution

DBURR12

The Discrete Burr type XII distribution for fitting a GAMLSS model

DEL

The Delaporte distribution for fitting a GAMLSS model

DPO

The Double Poisson distribution

EGB2

The exponential generalized Beta type 2 distribution for fitting a GAM...

exGAUS

The ex-Gaussian distribution

EXP

Exponential distribution for fitting a GAMLSS

flexDist

Non-parametric pdf from limited information data

GA

Gamma distribution for fitting a GAMLSS

GAF

The Gamma distribution family

gamlss.dist-package

tools:::Rd_package_title("gamlss.dist")

gamlss.family

Family Objects for fitting a GAMLSS model

GAMLSS

Create a GAMLSS Distribution

GB1

The generalized Beta type 1 distribution for fitting a GAMLSS

GB2

The generalized Beta type 2 and generalized Pareto distributions for f...

gen.Family

Functions to generate log and logit distributions from existing contin...

GEOM

Geometric distribution for fitting a GAMLSS model

GG

Generalized Gamma distribution for fitting a GAMLSS

GIG

Generalized Inverse Gaussian distribution for fitting a GAMLSS

GPO

The generalised Poisson distribution

GT

The generalized t distribution for fitting a GAMLSS

GU.rd

The Gumbel distribution for fitting a GAMLSS

hazardFun

Hazard functions for gamlss.family distributions

IG

Inverse Gaussian distribution for fitting a GAMLSS

IGAMMA

Inverse Gamma distribution for fitting a GAMLSS

JSU

The Johnson's Su distribution for fitting a GAMLSS

JSUoriginal

The original Johnson's Su distribution for fitting a GAMLSS

LG

Logarithmic and zero adjusted logarithmic distributions for fitting a ...

LNO

Log Normal distribution for fitting in GAMLSS

LOGISTIC

Logistic distribution for fitting a GAMLSS

LOGITNO

Logit Normal distribution for fitting in GAMLSS

LQNO

Normal distribution with a specific mean and variance relationship for...

make.link.gamlss

Create a Link for GAMLSS families

momentSK

Sample and theoretical Moment and Centile Skewness and Kurtosis Functi...

Multinomial

Multinomial distribution in GAMLSS

NBF

Negative Binomial Family distribution for fitting a GAMLSS

NBI

Negative Binomial type I distribution for fitting a GAMLSS

NBII

Negative Binomial type II distribution for fitting a GAMLSS

NET

Normal Exponential t distribution (NET) for fitting a GAMLSS

NO

Normal distribution for fitting a GAMLSS

NO2

Normal distribution (with variance as sigma parameter) for fitting a G...

NOF

Normal distribution family for fitting a GAMLSS

PARETO2

Pareto distributions for fitting in GAMLSS

PE

Power Exponential distribution for fitting a GAMLSS

PIG

The Poisson-inverse Gaussian distribution for fitting a GAMLSS model

PO

Poisson distribution for fitting a GAMLSS model

RG

The Reverse Gumbel distribution for fitting a GAMLSS

RGE

Reverse generalized extreme family distribution for fitting a GAMLSS

SEP

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

SEP1

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

SHASH

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

SI

The Sichel dustribution for fitting a GAMLSS model

SICHEL

The Sichel distribution for fitting a GAMLSS model

SIMPLEX

The simplex distribution for fitting a GAMLSS

SN1

Skew Normal Type 1 distribution for fitting a GAMLSS

SN2

Skew Normal Type 2 distribution for fitting a GAMLSS

ST1

The skew t distributions, type 1 to 5

TF

t family distribution for fitting a GAMLSS

WARING

Waring distribution for fitting a GAMLSS model

WEI

Weibull distribution for fitting a GAMLSS

WEI2

A specific parameterization of the Weibull distribution for fitting a ...

WEI3

A specific parameterization of the Weibull distribution for fitting a ...

YULE

Yule distribution for fitting a GAMLSS model

ZABB

Zero inflated and zero adjusted Binomial distribution for fitting in G...

ZABI

Zero inflated and zero adjusted Binomial distribution for fitting in G...

ZAGA

The zero adjusted Gamma distribution for fitting a GAMLSS model

ZAIG

The zero adjusted Inverse Gaussian distribution for fitting a GAMLSS m...

ZANBI

Zero inflated and zero adjusted negative binomial distributions for fi...

ZAP

Zero adjusted poisson distribution for fitting a GAMLSS model

ZIP

Zero inflated poisson distribution for fitting a GAMLSS model

ZIP2

Zero inflated poisson distribution for fitting a GAMLSS model

ZIPF

The zipf and zero adjusted zipf distributions for fitting a GAMLSS mod...

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), <doi:10.1111/j.1467-9876.2005.00510.x>. 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.

  • Maintainer: Mikis Stasinopoulos
  • License: GPL-2 | GPL-3
  • Last published: 2023-08-23