Probability Distributions as S3 Objects


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Documentation for package ‘distributions3’ version 0.1.1

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B C E F G H I L M N P Q R S T U 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.Exponential Evaluate the cumulative distribution function of a Exponential distribution
cdf.FisherF Evaluate the cumulative distribution function of an F distribution
cdf.Gamma Evaluate the cumulative distribution function of a Gamma distribution
cdf.Geometric Evaluate the cumulative distribution function of a Geometric 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.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 --

Exponential Create a 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

-- G --

Gamma Create a Gamma distribution
Geometric Create a Geometric distribution

-- H --

HyperGeometric Create a HyperGeometric distribution

-- I --

is_distribution Is an object a 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.Exponential Evaluate the probability mass function of a Exponential distribution
log_pdf.FisherF Evaluate the probability mass function of an F 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.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.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.Exponential Evaluate the probability mass function of a Exponential distribution
pdf.FisherF Evaluate the probability mass function of an F distribution
pdf.Gamma Evaluate the probability mass function of a Gamma distribution
pdf.Geometric Evaluate the probability mass function of a Geometric 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.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
pmf Evaluate the probability density of a probability distribution
Poisson Create a Poisson distribution

-- Q --

quantile Find the quantile of a probability distribution
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.Exponential Determine quantiles of a Exponential distribution
quantile.FisherF Determine quantiles of an F distribution
quantile.Gamma Determine quantiles of a Gamma distribution
quantile.Geometric Determine quantiles of a Geometric 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.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.Exponential Draw a random sample from a Exponential distribution
random.FisherF Draw a random sample from an F distribution
random.Gamma Draw a random sample from a Gamma distribution
random.Geometric Draw a random sample from a Geometric 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.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

-- S --

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 bernoulli 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

-- T --

Tukey Create a Tukey distribution

-- U --

Uniform Create a Continuous Uniform distribution

-- W --

Weibull Create a Weibull distribution