R: Mixture and Composite Distributions

# Mixture and Composite Distributions

## Documentation for package ‘mistr’ version 0.0.6

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

A B C D E F G H I J L M N P Q R S T U W misc

mistr-package | mistr: A Computational Framework for Univariate Mixture and Composite Distributions

## -- A --

autoplot.comp_fit | Autoplot of Fitted Distributions Using ggplot2
autoplot.dist | Autoplot of Distributions Using ggplot2

## -- B --

betadist | Creates an Object Representing Beta Distribution
binomdist | Creates an Object Representing Binomial Distribution.
breakpoints | Extract Model Breakpoints
breakpoints.compdist | Extract Model Breakpoints
breakpoints.comp_fit | Extract Model Breakpoints
breakpoints.trans_compdist | Extract Model Breakpoints
Burr | The Burr Distribution
burrdist | Creates an Object Representing Burr Distribution

## -- C --

cauchydist | Creates an Object Representing Cauchy Distribution.
chisqdist | Creates an Object Representing Chi-Squared Distribution
compdist | Creates an Object Representing Composite Distribution
compdist.default | Creates an Object Representing Composite Distribution
compdist.dist | Creates an Object Representing Composite Distribution

## -- D --

d | Density Function
d.compdist | Density Function
d.mixdist | Density Function
d.standist | Density Function
d.trans_compdist | Density Function
d.trans_contdist | Density Function
d.trans_discrdist | Density Function
d.trans_mixdist | Density Function
dburr | The Burr Distribution
dfrechet | The Frechet Distribution
dGPD | The Generalized Pareto Distribution
dgumbel | The Gumbel Distribution
distribution | Extract Distribution of Fitted Model
distribution.comp_fit | Extract Distribution of Fitted Model
Distribution_autoplot | Autoplot of Distributions
Distribution_summary | Displays a Useful Description of a Distribution Object
Distribution_transformation | Transformation of a Distribution Object
dpareto | The Pareto Distribution

## -- E --

exp.normdist | Transformation of a Distribution Object
exp.trans_univdist | Transformation of a Distribution Object
exp.univdist | Transformation of a Distribution Object
expdist | Creates an Object Representing Exponential Distribution

## -- F --

fdist | Creates an Object Representing F Distribution
Frechet | The Frechet Distribution
frechetdist | Creates an Object Representing Frechet Distribution

## -- G --

gammadist | Creates an Object Representing Gamma Distribution
geomdist | Creates an Object Representing Geometric Distribution
get_opt | Get Parameters
GNG_fit | Fitting a GPD-Normal-GPD Model
GPD | The Generalized Pareto Distribution
GPDdist | Creates an Object Representing Generalized Pareto Distribution
Gumbel | The Gumbel Distribution
gumbeldist | Creates an Object Representing Gumbel Distribution

## -- H --

hyperdist | Creates an Object Representing Hypergeometric Distribution

## -- I --

is.composite | Reports whether O is a Composite Distribution Object
is.contin | Reports whether O is a Continuous Distribution Object
is.discrete | Reports whether O is a Discrete Distribution Object
is.dist | Reports whether O is a Distribution Object
is.mixture | Reports whether O is a Mixture Distribution Object
is.standard | Reports whether O is a Standard Distribution Object
is.transformed | Reports whether O is a Transformed Distribution Object

## -- J --

jumps | Probability mass points
jumps.compdist | Probability mass points
jumps.contdist | Probability mass points
jumps.discrdist | Probability mass points
jumps.mixdist | Probability mass points
jumps.trans_compdist | Probability mass points
jumps.trans_contdist | Probability mass points
jumps.trans_discrdist | Probability mass points
jumps.trans_mixdist | Probability mass points

## -- L --

last_history | Returns the Last Element from History List
lnormdist | Creates an Object Representing Log Normal Distribution.
log.lnormdist | Transformation of a Distribution Object
log.trans_univdist | Transformation of a Distribution Object
log.univdist | Transformation of a Distribution Object

## -- M --

mistr | mistr: A Computational Framework for Univariate Mixture and Composite Distributions
mistr_d | Mistr d/p/q/r Wrappers
mistr_d_p_q_r | Mistr d/p/q/r Wrappers
mistr_p | Mistr d/p/q/r Wrappers
mistr_q | Mistr d/p/q/r Wrappers
mistr_r | Mistr d/p/q/r Wrappers
mistr_theme | Mistr Theme for Ggplot
mixdist | Creates an Object Representing Mixture Distribution
mixdist.default | Creates an Object Representing Mixture Distribution
mixdist.dist | Creates an Object Representing Mixture Distribution
monot | Monotonicity of Transformation
monot.trans_univdist | Monotonicity of Transformation
multinomdist | Creates an Object Representing Multinomial Distribution

## -- N --

nbinomdist | Creates an Object Representing Negative Binomial Distribution
new_dist | Creates New Distribution Object
normdist | Creates an Object Representing Normal Distribution

## -- P --

p | Distribution Function
p.compdist | Distribution Function
p.mixdist | Distribution Function
p.standist | Distribution Function
p.trans_univdist | Distribution Function
parameters | Extract Model Parameters
parameters.compdist | Extract Model Parameters
parameters.comp_fit | Extract Model Parameters
parameters.mixdist | Extract Model Parameters
parameters.standist | Extract Model Parameters
parameters.trans_compdist | Extract Model Parameters
parameters.trans_mixdist | Extract Model Parameters
parameters.trans_standist | Extract Model Parameters
Pareto | The Pareto Distribution
paretodist | Creates an Object Representing Pareto Distribution
pburr | The Burr Distribution
pfrechet | The Frechet Distribution
pGPD | The Generalized Pareto Distribution
pgumbel | The Gumbel Distribution
plim | Left-Hand Limit of Distribution Function
plim.compdist | Left-Hand Limit of Distribution Function
plim.contdist | Left-Hand Limit of Distribution Function
plim.discrdist | Left-Hand Limit of Distribution Function
plim.mixdist | Left-Hand Limit of Distribution Function
plim.trans_univdist | Left-Hand Limit of Distribution Function
plot.compdist | Autoplot of Distributions
plot.comp_fit | Autoplot of Fitted Distributions
plot.contdiscrmixdist | Autoplot of Distributions
plot.contdist | Autoplot of Distributions
plot.contmixdist | Autoplot of Distributions
plot.discrdist | Autoplot of Distributions
plot.discrmixdist | Autoplot of Distributions
plot.trans_compdist | Autoplot of Distributions
plot.trans_contdiscrmixdist | Autoplot of Distributions
plot.trans_contdist | Autoplot of Distributions
plot.trans_contmixdist | Autoplot of Distributions
plot.trans_discrdist | Autoplot of Distributions
plot.trans_discrmixdist | Autoplot of Distributions
plotgg | Autoplot of Distributions Using ggplot2
plotgg.compdist | Autoplot of Distributions Using ggplot2
plotgg.contdiscrmixdist | Autoplot of Distributions Using ggplot2
plotgg.contdist | Autoplot of Distributions Using ggplot2
plotgg.contmixdist | Autoplot of Distributions Using ggplot2
plotgg.discrdist | Autoplot of Distributions Using ggplot2
plotgg.discrmixdist | Autoplot of Distributions Using ggplot2
plotgg.trans_compdist | Autoplot of Distributions Using ggplot2
plotgg.trans_contdiscrmixdist | Autoplot of Distributions Using ggplot2
plotgg.trans_contdist | Autoplot of Distributions Using ggplot2
plotgg.trans_contmixdist | Autoplot of Distributions Using ggplot2
plotgg.trans_discrdist | Autoplot of Distributions Using ggplot2
plotgg.trans_discrmixdist | Autoplot of Distributions Using ggplot2
PNP_fit | Fitting a Pareto-Normal-Pareto Model
poisdist | Creates an Object Representing Poisson Distribution
ppareto | The Pareto Distribution

## -- Q --

q | Quantile Function
q.compdist | Quantile Function
q.default | Terminate an R Session
q.mixdist | Quantile Function of a Mixture Model
q.standist | Quantile Function
q.trans_univdist | Quantile Function
qburr | The Burr Distribution
qfrechet | The Frechet Distribution
qGPD | The Generalized Pareto Distribution
qgumbel | The Gumbel Distribution
qlim | Right-Hand Limit of Quantile Function
qlim.compdist | Right-Hand Limit of Quantile Function
qlim.contdiscrmixdist | Right-Hand Limit of Mixture Quantile Function
qlim.contdist | Right-Hand Limit of Quantile Function
qlim.contmixdist | Right-Hand Limit of Mixture Quantile Function
qlim.discrdist | Right-Hand Limit of Quantile Function
qlim.discrmixdist | Right-Hand Limit of Mixture Quantile Function
qlim.trans_univdist | Right-Hand Limit of Quantile Function
qpareto | The Pareto Distribution
QQnorm | Quantile-Quantile Plot
QQnormgg | Implementation of Quantile-Quantile Plot with ggplot2
QQplot | Quantile-Quantile Plot
QQplot.default | Quantile-Quantile Plot
QQplot.dist | Quantile-Quantile Plot
QQplotgg | Implementation of Quantile-Quantile Plot with ggplot2
QQplotgg.default | Implementation of Quantile-Quantile Plot with ggplot2
QQplotgg.dist | Implementation of Quantile-Quantile Plot with ggplot2
q_approxfun | Quantile Function Approximation
q_approxfun.dist | Quantile Function Approximation

## -- R --

r | Random Generation
r.compdist | Random Generation
r.hyperdist | Random Generation
r.mixdist | Random Generation
r.standist | Random Generation
r.trans_univdist | Random Generation
r.wilcoxdist | Random Generation
rburr | The Burr Distribution
rfrechet | The Frechet Distribution
rGPD | The Generalized Pareto Distribution
rgumbel | The Gumbel Distribution
risk | Risk Measures of Fitted Objects
risk.GNG | Risk Measures of Fitted Objects
risk.PNP | Risk Measures of Fitted Objects
rpareto | The Pareto Distribution

## -- S --

set_opt | Set Parameters
sqrt.dist | Transformation of a Distribution Object
stocks | Log-returns of Five Stocks
sudo_support | Support Interval of Distribution Object
sudo_support.compdist | Support Interval of Distribution Object
sudo_support.contdist | Support Interval of Distribution Object
sudo_support.discrdist | Support Interval of Distribution Object
sudo_support.mixdist | Support Interval of Distribution Object
sudo_support.trans_univdist | Support Interval of Distribution Object
summary.compdist | Displays a Useful Description of a Distribution Object
summary.comp_fit | Displays a Useful Description of a Fitted Object
summary.mixdist | Displays a Useful Description of a Distribution Object
summary.standist | Displays a Useful Description of a Distribution Object
summary.trans_compdist | Displays a Useful Description of a Distribution Object
summary.trans_mixdist | Displays a Useful Description of a Distribution Object
summary.trans_standist | Displays a Useful Description of a Distribution Object

## -- T --

tdist | Creates an Object Representing Student-t Distribution
trafo | Modifications of Transformations

## -- U --

unifdist | Creates an Object Representing Uniform Distribution
untrafo | Untransformation of a Distribution Object
untrafo.trans_compdist | Untransformation of a Distribution Object
untrafo.trans_mixdist | Untransformation of a Distribution Object
untrafo.trans_standist | Untransformation of a Distribution Object

## -- W --

weibulldist | Creates an Object Representing Weibull Distribution
wilcoxdist | Creates an Object Representing Wilcoxon Distribution

## -- misc --

*.cauchydist | Transformation of a Distribution Object
*.expdist | Transformation of a Distribution Object
*.frechetdist | Transformation of a Distribution Object
*.gammadist | Transformation of a Distribution Object
*.GPDdist | Transformation of a Distribution Object
*.gumbeldist | Transformation of a Distribution Object
*.lnormdist | Transformation of a Distribution Object
*.normdist | Transformation of a Distribution Object
*.paretodist | Transformation of a Distribution Object
*.trans_univdist | Transformation of a Distribution Object
*.unifdist | Transformation of a Distribution Object
*.univdist | Transformation of a Distribution Object
*.weibulldist | Transformation of a Distribution Object
+.cauchydist | Transformation of a Distribution Object
+.frechetdist | Transformation of a Distribution Object
+.GPDdist | Transformation of a Distribution Object
+.gumbeldist | Transformation of a Distribution Object
+.normdist | Transformation of a Distribution Object
+.trans_univdist | Transformation of a Distribution Object
+.unifdist | Transformation of a Distribution Object
+.univdist | Transformation of a Distribution Object
-.betadist | Transformation of a Distribution Object
-.binomdist | Transformation of a Distribution Object
-.dist | Transformation of a Distribution Object
/.dist | Transformation of a Distribution Object
^.cauchydist | Transformation of a Distribution Object
^.expdist | Transformation of a Distribution Object
^.fdist | Transformation of a Distribution Object
^.lnormdist | Transformation of a Distribution Object
^.tdist | Transformation of a Distribution Object
^.trans_univdist | Transformation of a Distribution Object
^.univdist | Transformation of a Distribution Object