# gamlss.dist v5.1-6

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## Distributions for Generalized Additive Models for Location Scale and Shape

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.

## Functions in gamlss.dist

Name | Description | |

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 | |

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## Last month downloads

## Details

Type | Package |

Date | 2020-02-03 |

License | GPL-2 | GPL-3 |

URL | http://www.gamlss.org/ |

Repository | CRAN |

NeedsCompilation | yes |

Packaged | 2020-02-03 13:23:55 UTC; dimitriosstasinopoulos |

Date/Publication | 2020-02-03 15:20:06 UTC |

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