Probability Distributions as S3 Objects


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Documentation for package ‘distributions3’ version 0.1.2

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B C E F G H I K L M N P Q R S T U V W

-- B --

Bernoulli Create a Bernoulli distribution
Beta Create a Beta distribution
Binomial Create a Binomial distribution

-- C --

Categorical Create a Categorical distribution
Cauchy Create a Cauchy distribution
cdf Evaluate the probability density of a probability distribution
cdf.Bernoulli Evaluate the cumulative distribution function of a Bernoulli distribution
cdf.Beta Evaluate the cumulative distribution function of a Beta distribution
cdf.Binomial Evaluate the cumulative distribution function of a Binomial distribution
cdf.Categorical Evaluate the cumulative distribution function of a Categorical distribution
cdf.Cauchy Evaluate the cumulative distribution function of a Cauchy distribution
cdf.ChiSquare Evaluate the cumulative distribution function of a chi square distribution
cdf.Erlang Evaluate the cumulative distribution function of an Erlang distribution
cdf.Exponential Evaluate the cumulative distribution function of an Exponential distribution
cdf.FisherF Evaluate the cumulative distribution function of an F distribution
cdf.Frechet Evaluate the cumulative distribution function of a Frechet distribution
cdf.Gamma Evaluate the cumulative distribution function of a Gamma distribution
cdf.Geometric Evaluate the cumulative distribution function of a Geometric distribution
cdf.GEV Evaluate the cumulative distribution function of a GEV distribution
cdf.GP Evaluate the cumulative distribution function of a GP distribution
cdf.Gumbel Evaluate the cumulative distribution function of a Gumbel distribution
cdf.HyperGeometric Evaluate the cumulative distribution function of a HyperGeometric distribution
cdf.Logistic Evaluate the cumulative distribution function of a Logistic distribution
cdf.LogNormal Evaluate the cumulative distribution function of a LogNormal distribution
cdf.NegativeBinomial Evaluate the cumulative distribution function of a negative binomial distribution
cdf.Normal Evaluate the cumulative distribution function of a Normal distribution
cdf.Poisson Evaluate the cumulative distribution function of a Poisson distribution
cdf.RevWeibull Evaluate the cumulative distribution function of an RevWeibull distribution
cdf.StudentsT Evaluate the cumulative distribution function of a StudentsT distribution
cdf.Tukey Evaluate the cumulative distribution function of a Tukey distribution
cdf.Uniform Evaluate the cumulative distribution function of a continuous Uniform distribution
cdf.Weibull Evaluate the cumulative distribution function of a Weibull distribution
ChiSquare Create a Chi-Square distribution

-- E --

Erlang Create an Erlang distribution
Exponential Create an Exponential distribution

-- F --

FisherF Create an F distribution
fit_mle Fit a distribution to data
fit_mle.Bernoulli Fit a Bernoulli distribution to data
fit_mle.Binomial Fit a Binomial distribution to data
fit_mle.Exponential Fit an Exponential distribution to data
fit_mle.Gamma Fit a Gamma distribution to data
fit_mle.Geometric Fit a Geometric distribution to data
fit_mle.LogNormal Fit a Log Normal distribution to data
fit_mle.Normal Fit a Normal distribution to data
fit_mle.Poisson Fit an Poisson distribution to data
Frechet Create a Frechet distribution

-- G --

Gamma Create a Gamma distribution
GeomAuc Fill out area under the curve for a plotted PDF
Geometric Create a Geometric distribution
geom_auc Fill out area under the curve for a plotted PDF
GEV Create a Generalised Extreme Value (GEV) distribution
GP Create a Generalised Pareto (GP) distribution
Gumbel Create a Gumbel distribution

-- H --

HyperGeometric Create a HyperGeometric distribution

-- I --

is_distribution Is an object a distribution?

-- K --

kurtosis Compute the moments of a probability distribution

-- L --

likelihood Compute the likelihood of a probability distribution given data
Logistic Create a Logistic distribution
LogNormal Create a LogNormal distribution
log_likelihood Compute the log-likelihood of a probability distribution given data
log_pdf Evaluate the probability density of a probability distribution
log_pdf.Bernoulli Evaluate the probability mass function of a Bernoulli distribution
log_pdf.Beta Evaluate the probability mass function of a Beta distribution
log_pdf.Binomial Evaluate the probability mass function of a Binomial distribution
log_pdf.Categorical Evaluate the probability mass function of a Categorical discrete distribution
log_pdf.Cauchy Evaluate the probability mass function of a Cauchy distribution
log_pdf.ChiSquare Evaluate the probability mass function of a chi square distribution
log_pdf.Erlang Evaluate the probability mass function of an Erlang distribution
log_pdf.Exponential Evaluate the probability density function of an Exponential distribution
log_pdf.FisherF Evaluate the probability mass function of an F distribution
log_pdf.Frechet Evaluate the probability mass function of a Frechet distribution
log_pdf.Gamma Evaluate the probability mass function of a Gamma distribution
log_pdf.Geometric Evaluate the probability mass function of a Geometric distribution
log_pdf.GEV Evaluate the probability mass function of a GEV distribution
log_pdf.GP Evaluate the probability mass function of a GP distribution
log_pdf.Gumbel Evaluate the probability mass function of a Gumbel distribution
log_pdf.HyperGeometric Evaluate the probability mass function of a HyperGeometric distribution
log_pdf.Logistic Evaluate the probability mass function of a Logistic distribution
log_pdf.LogNormal Evaluate the probability mass function of a LogNormal distribution
log_pdf.Multinomial Evaluate the probability mass function of a Multinomial distribution
log_pdf.NegativeBinomial Evaluate the probability mass function of a NegativeBinomial distribution
log_pdf.Normal Evaluate the probability mass function of a Normal distribution
log_pdf.Poisson Evaluate the probability mass function of a Poisson distribution
log_pdf.RevWeibull Evaluate the probability mass function of an RevWeibull distribution
log_pdf.StudentsT Evaluate the probability mass function of a StudentsT distribution
log_pdf.Uniform Evaluate the probability mass function of a continuous Uniform distribution
log_pdf.Weibull Evaluate the probability mass function of a Weibull distribution

-- M --

Multinomial Create a Multinomial distribution

-- N --

NegativeBinomial Create a Negative Binomial distribution
Normal Create a Normal distribution

-- P --

pdf Evaluate the probability density of a probability distribution
pdf.Bernoulli Evaluate the probability mass function of a Bernoulli distribution
pdf.Beta Evaluate the probability mass function of a Beta distribution
pdf.Binomial Evaluate the probability mass function of a Binomial distribution
pdf.Categorical Evaluate the probability mass function of a Categorical discrete distribution
pdf.Cauchy Evaluate the probability mass function of a Cauchy distribution
pdf.ChiSquare Evaluate the probability mass function of a chi square distribution
pdf.Erlang Evaluate the probability mass function of an Erlang distribution
pdf.Exponential Evaluate the probability density function of an Exponential distribution
pdf.FisherF Evaluate the probability mass function of an F distribution
pdf.Frechet Evaluate the probability mass function of a Frechet distribution
pdf.Gamma Evaluate the probability mass function of a Gamma distribution
pdf.Geometric Evaluate the probability mass function of a Geometric distribution
pdf.GEV Evaluate the probability mass function of a GEV distribution
pdf.GP Evaluate the probability mass function of a GP distribution
pdf.Gumbel Evaluate the probability mass function of a Gumbel distribution
pdf.HyperGeometric Evaluate the probability mass function of a HyperGeometric distribution
pdf.Logistic Evaluate the probability mass function of a Logistic distribution
pdf.LogNormal Evaluate the probability mass function of a LogNormal distribution
pdf.Multinomial Evaluate the probability mass function of a Multinomial distribution
pdf.NegativeBinomial Evaluate the probability mass function of a NegativeBinomial distribution
pdf.Normal Evaluate the probability mass function of a Normal distribution
pdf.Poisson Evaluate the probability mass function of a Poisson distribution
pdf.RevWeibull Evaluate the probability mass function of an RevWeibull distribution
pdf.StudentsT Evaluate the probability mass function of a StudentsT distribution
pdf.Uniform Evaluate the probability mass function of a continuous Uniform distribution
pdf.Weibull Evaluate the probability mass function of a Weibull distribution
plot.distribution Plot the p.m.f, p.d.f or c.d.f. of a univariate distribution
plot_cdf Plot the CDF of a distribution
plot_pdf Plot the PDF of a distribution
pmf Evaluate the probability density of a probability distribution
Poisson Create a Poisson distribution

-- Q --

quantile.Bernoulli Determine quantiles of a Bernoulli distribution
quantile.Beta Determine quantiles of a Beta distribution
quantile.Binomial Determine quantiles of a Binomial distribution
quantile.Categorical Determine quantiles of a Categorical discrete distribution
quantile.Cauchy Determine quantiles of a Cauchy distribution
quantile.ChiSquare Determine quantiles of a chi square distribution
quantile.Erlang Determine quantiles of an Erlang distribution
quantile.Exponential Determine quantiles of an Exponential distribution
quantile.FisherF Determine quantiles of an F distribution
quantile.Frechet Determine quantiles of a Frechet distribution
quantile.Gamma Determine quantiles of a Gamma distribution
quantile.Geometric Determine quantiles of a Geometric distribution
quantile.GEV Determine quantiles of a GEV distribution
quantile.GP Determine quantiles of a GP distribution
quantile.Gumbel Determine quantiles of a Gumbel distribution
quantile.HyperGeometric Determine quantiles of a HyperGeometric distribution
quantile.Logistic Determine quantiles of a Logistic distribution
quantile.LogNormal Determine quantiles of a LogNormal distribution
quantile.NegativeBinomial Determine quantiles of a NegativeBinomial distribution
quantile.Normal Determine quantiles of a Normal distribution
quantile.Poisson Determine quantiles of a Poisson distribution
quantile.RevWeibull Determine quantiles of a RevWeibull distribution
quantile.StudentsT Determine quantiles of a StudentsT distribution
quantile.Tukey Determine quantiles of a Tukey distribution
quantile.Uniform Determine quantiles of a continuous Uniform distribution
quantile.Weibull Determine quantiles of a Weibull distribution

-- R --

random Draw a random sample from a probability distribution
random.Bernoulli Draw a random sample from a Bernoulli distribution
random.Beta Draw a random sample from a Beta distribution
random.Binomial Draw a random sample from a Binomial distribution
random.Categorical Draw a random sample from a Categorical distribution
random.Cauchy Draw a random sample from a Cauchy distribution
random.ChiSquare Draw a random sample from a chi square distribution
random.Erlang Draw a random sample from an Erlang distribution
random.Exponential Draw a random sample from an Exponential distribution
random.FisherF Draw a random sample from an F distribution
random.Frechet Draw a random sample from a Frechet distribution
random.Gamma Draw a random sample from a Gamma distribution
random.Geometric Draw a random sample from a Geometric distribution
random.GEV Draw a random sample from a GEV distribution
random.GP Draw a random sample from a GP distribution
random.Gumbel Draw a random sample from a Gumbel distribution
random.HyperGeometric Draw a random sample from a HyperGeometric distribution
random.Logistic Draw a random sample from a Logistic distribution
random.LogNormal Draw a random sample from a LogNormal distribution
random.Multinomial Draw a random sample from a Multinomial distribution
random.NegativeBinomial Draw a random sample from a negative binomial distribution
random.Normal Draw a random sample from a Normal distribution
random.Poisson Draw a random sample from a Poisson distribution
random.RevWeibull Draw a random sample from an RevWeibull distribution
random.StudentsT Draw a random sample from a StudentsT distribution
random.Uniform Draw a random sample from a continuous Uniform distribution
random.Weibull Draw a random sample from a Weibull distribution
RevWeibull Create a reversed Weibull distribution

-- S --

skewness Compute the moments of a probability distribution
StatAuc Fill out area under the curve for a plotted PDF
stat_auc Fill out area under the curve for a plotted PDF
StudentsT Create a Student's T distribution
suff_stat Compute the sufficient statistics of a distribution from data
suff_stat.Bernoulli Compute the sufficient statistics for a Bernoulli distribution from data
suff_stat.Binomial Compute the sufficient statistics for the Binomial distribution from data
suff_stat.Exponential Compute the sufficient statistics of an Exponential distribution from data
suff_stat.Gamma Compute the sufficient statistics for a Gamma distribution from data
suff_stat.Geometric Compute the sufficient statistics for the Geometric distribution from data
suff_stat.LogNormal Compute the sufficient statistics for a Log-normal distribution from data
suff_stat.Normal Compute the sufficient statistics for a Normal distribution from data
suff_stat.Poisson Compute the sufficient statistics of an Poisson distribution from data
support Return the support of a distribution
support.Bernoulli Return the support of the Bernoulli distribution
support.Beta Return the support of the Beta distribution
support.Binomial Return the support of the Binomial distribution
support.Cauchy Return the support of the Cauchy distribution
support.ChiSquare Return the support of the ChiSquare distribution
support.Erlang Return the support of the Erlang distribution
support.Exponential Return the support of the Exponential distribution
support.FisherF Return the support of the FisherF distribution
support.Gamma Return the support of the Gamma distribution
support.Geometric Return the support of the Geometric distribution
support.HyperGeometric Return the support of the HyperGeometric distribution
support.Logistic Return the support of the Logistic distribution
support.LogNormal Return the support of the LogNormal distribution
support.NegativeBinomial Return the support of the NegativeBinomial distribution
support.Normal Return the support of the Normal distribution
support.Poisson Return the support of the Poisson distribution
support.StudentsT Return the support of the StudentsT distribution
support.Tukey Return the support of the Tukey distribution
support.Uniform Return the support of the Uniform distribution
support.Weibull Return the support of the Weibull distribution

-- T --

Tukey Create a Tukey distribution

-- U --

Uniform Create a Continuous Uniform distribution

-- V --

variance Compute the moments of a probability distribution

-- W --

Weibull Create a Weibull distribution