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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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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