distributions30.2.2 package

Utilities for distributions3 objects

Create a Bernoulli distribution

Create a Beta distribution

Create a Binomial distribution

Create a Categorical distribution

Create a Cauchy distribution

Evaluate the cumulative distribution function of a Bernoulli distribut...

Evaluate the cumulative distribution function of a Beta distribution

Evaluate the cumulative distribution function of a Binomial distributi...

Evaluate the cumulative distribution function of a Categorical distrib...

Evaluate the cumulative distribution function of a Cauchy distribution

Evaluate the cumulative distribution function of a chi square distribu...

Evaluate the cumulative distribution function of an Erlang distributio...

Evaluate the cumulative distribution function of an Exponential distri...

Evaluate the cumulative distribution function of an F distribution

Evaluate the cumulative distribution function of a Frechet distributio...

Evaluate the cumulative distribution function of a Gamma distribution

Evaluate the cumulative distribution function of a Geometric distribut...

Evaluate the cumulative distribution function of a GEV distribution

Evaluate the cumulative distribution function of a GP distribution

Evaluate the cumulative distribution function of a Gumbel distribution

Evaluate the cumulative distribution function of a hurdle negative bin...

Evaluate the cumulative distribution function of a hurdle Poisson dist...

Evaluate the cumulative distribution function of a HyperGeometric dist...

Evaluate the cumulative distribution function of a Logistic distributi...

Evaluate the cumulative distribution function of a LogNormal distribut...

Evaluate the cumulative distribution function of a negative binomial d...

Evaluate the cumulative distribution function of a Normal distribution

Evaluate the cumulative distribution function of a Poisson distributio...

Evaluate the cumulative distribution function of a PoissonBinomial dis...

Evaluate the cumulative distribution function of a probability distrib...

Evaluate the cumulative distribution function of an RevWeibull distrib...

Evaluate the cumulative distribution function of a StudentsT distribut...

Evaluate the cumulative distribution function of a Tukey distribution

Evaluate the cumulative distribution function of a continuous Uniform ...

Evaluate the cumulative distribution function of a Weibull distributio...

Evaluate the cumulative distribution function of a zero-inflated negat...

Evaluate the cumulative distribution function of a zero-inflated Poiss...

Evaluate the cumulative distribution function of a zero-truncated nega...

Evaluate the cumulative distribution function of a zero-truncated Pois...

Create a Chi-Square distribution

distributions3: Probability Distributions as S3 Objects

Create an Erlang distribution

Create an Exponential distribution

Create an F distribution

Fit a Bernoulli distribution to data

Fit a Binomial distribution to data

Fit an Exponential distribution to data

Fit a Gamma distribution to data

Fit a Geometric distribution to data

Fit a Log Normal distribution to data

Fit a Normal distribution to data

Fit an Poisson distribution to data

Fit a distribution to data

Create a Frechet distribution

Create a Gamma distribution

Fill out area under the curve for a plotted PDF

Create a Geometric distribution

Create a Generalised Extreme Value (GEV) distribution

Create a Generalised Pareto (GP) distribution

Create a Gumbel distribution

The hurdle negative binomial distribution

The hurdle Poisson distribution

Create a hurdle negative binomial distribution

Create a hurdle Poisson distribution

Create a HyperGeometric distribution

Determine whether a distribution is discrete or continuous

Is an object a distribution?

Compute the (log-)likelihood of a probability distribution given data

Create a Logistic distribution

Create a LogNormal distribution

Create a Multinomial distribution

Create a negative binomial distribution

Create a Normal distribution

Evaluate the probability mass function of a Bernoulli distribution

Evaluate the probability mass function of a Beta distribution

Evaluate the probability mass function of a Binomial distribution

Evaluate the probability mass function of a Categorical discrete distr...

Evaluate the probability mass function of a Cauchy distribution

Evaluate the probability mass function of a chi square distribution

Evaluate the probability mass function of an Erlang distribution

Evaluate the probability density function of an Exponential distributi...

Evaluate the probability mass function of an F distribution

Evaluate the probability mass function of a Frechet distribution

Evaluate the probability mass function of a Gamma distribution

Evaluate the probability mass function of a Geometric distribution

Evaluate the probability mass function of a GEV distribution

Evaluate the probability mass function of a GP distribution

Evaluate the probability mass function of a Gumbel distribution

Evaluate the probability mass function of a hurdle negative binomial d...

Evaluate the probability mass function of a hurdle Poisson distributio...

Evaluate the probability mass function of a HyperGeometric distributio...

Evaluate the probability mass function of a Logistic distribution

Evaluate the probability mass function of a LogNormal distribution

Evaluate the probability mass function of a Multinomial distribution

Evaluate the probability mass function of a NegativeBinomial distribut...

Evaluate the probability mass function of a Normal distribution

Evaluate the probability mass function of a Poisson distribution

Evaluate the probability mass function of a PoissonBinomial distributi...

Evaluate the probability density of a probability distribution

Evaluate the probability mass function of an RevWeibull distribution

Evaluate the probability mass function of a StudentsT distribution

Evaluate the probability mass function of a continuous Uniform distrib...

Evaluate the probability mass function of a Weibull distribution

Evaluate the probability mass function of a zero-inflated negative bin...

Evaluate the probability mass function of a zero-inflated Poisson dist...

Evaluate the probability mass function of a zero-truncated negative bi...

Evaluate the probability mass function of a zero-truncated Poisson dis...

Plot the CDF of a distribution

Plot the PDF of a distribution

Plot the p.m.f, p.d.f or c.d.f. of a univariate distribution

Create a Poisson distribution

Create a Poisson binomial distribution

Extracting fitted or predicted probability distributions from models

Determine quantiles of a Bernoulli distribution

Determine quantiles of a Beta distribution

Determine quantiles of a Binomial distribution

Determine quantiles of a Categorical discrete distribution

Determine quantiles of a Cauchy distribution

Determine quantiles of a chi square distribution

Determine quantiles of an Erlang distribution

Determine quantiles of an Exponential distribution

Determine quantiles of an F distribution

Determine quantiles of a Frechet distribution

Determine quantiles of a Gamma distribution

Determine quantiles of a Geometric distribution

Determine quantiles of a GEV distribution

Determine quantiles of a GP distribution

Determine quantiles of a Gumbel distribution

Determine quantiles of a hurdle negative binomial distribution

Determine quantiles of a hurdle Poisson distribution

Determine quantiles of a HyperGeometric distribution

Determine quantiles of a Logistic distribution

Determine quantiles of a LogNormal distribution

Determine quantiles of a NegativeBinomial distribution

Determine quantiles of a Normal distribution

Determine quantiles of a Poisson distribution

Determine quantiles of a PoissonBinomial distribution

Determine quantiles of a RevWeibull distribution

Determine quantiles of a StudentsT distribution

Determine quantiles of a Tukey distribution

Determine quantiles of a continuous Uniform distribution

Determine quantiles of a Weibull distribution

Determine quantiles of a zero-inflated negative binomial distribution

Determine quantiles of a zero-inflated Poisson distribution

Determine quantiles of a zero-truncated negative binomial distribution

Determine quantiles of a zero-truncated Poisson distribution

Draw a random sample from a Bernoulli distribution

Draw a random sample from a Beta distribution

Draw a random sample from a Binomial distribution

Draw a random sample from a Categorical distribution

Draw a random sample from a Cauchy distribution

Draw a random sample from a chi square distribution

Draw a random sample from an Erlang distribution

Draw a random sample from an Exponential distribution

Draw a random sample from an F distribution

Draw a random sample from a Frechet distribution

Draw a random sample from a Gamma distribution

Draw a random sample from a Geometric distribution

Draw a random sample from a GEV distribution

Draw a random sample from a GP distribution

Draw a random sample from a Gumbel distribution

Draw a random sample from a hurdle negative binomial distribution

Draw a random sample from a hurdle Poisson distribution

Draw a random sample from a HyperGeometric distribution

Draw a random sample from a Logistic distribution

Draw a random sample from a LogNormal distribution

Draw a random sample from a Multinomial distribution

Draw a random sample from a negative binomial distribution

Draw a random sample from a Normal distribution

Draw a random sample from a Poisson distribution

Draw a random sample from a PoissonBinomial distribution

Draw a random sample from a probability distribution

Draw a random sample from an RevWeibull distribution

Draw a random sample from a StudentsT distribution

Draw a random sample from a Tukey distribution

Draw a random sample from a continuous Uniform distribution

Draw a random sample from a Weibull distribution

Draw a random sample from a zero-inflated negative binomial distributi...

Draw a random sample from a zero-inflated Poisson distribution

Draw a random sample from a zero-truncated negative binomial distribut...

Draw a random sample from a zero-truncated Poisson distribution

Create a reversed Weibull distribution

Simulate responses from fitted model objects

Create a Student's T distribution

Compute the sufficient statistics for a Bernoulli distribution from da...

Compute the sufficient statistics for the Binomial distribution from d...

Compute the sufficient statistics of an Exponential distribution from ...

Compute the sufficient statistics for a Gamma distribution from data

Compute the sufficient statistics for the Geometric distribution from ...

Compute the sufficient statistics for a Log-normal distribution from d...

Compute the sufficient statistics for a Normal distribution from data

Compute the sufficient statistics of an Poisson distribution from data

Compute the sufficient statistics of a distribution from data

Return the support of the Bernoulli distribution

Return the support of the Beta distribution

Return the support of the Binomial distribution

Return the support of the Cauchy distribution

Return the support of the ChiSquare distribution

Return the support of the Erlang distribution

Return the support of the Exponential distribution

Return the support of the FisherF distribution

Return the support of the Frechet distribution

Return the support of the Gamma distribution

Return the support of the Geometric distribution

Return the support of a GEV distribution

Return the support of the GP distribution

Return the support of the Gumbel distribution

Return the support of the hurdle negative binomial distribution

Return the support of the hurdle Poisson distribution

Return the support of the HyperGeometric distribution

Return the support of the Logistic distribution

Return the support of the LogNormal distribution

Return the support of the NegativeBinomial distribution

Return the support of the Normal distribution

Return the support of the Poisson distribution

Return the support of the PoissonBinomial distribution

Return the support of a distribution

Return the support of the RevWeibull distribution

Return the support of the StudentsT distribution

Return the support of the Tukey distribution

Return the support of the Uniform distribution

Return the support of the Weibull distribution

Return the support of the zero-inflated negative binomial distribution

Return the support of the zero-inflated Poisson distribution

Return the support of the zero-truncated negative binomial distributio...

Return the support of the zero-truncated Poisson distribution

Create a Tukey distribution

Create a Continuous Uniform distribution

Compute the moments of a probability distribution

Methods for including distributions as vctrs in tibbles

Create a Weibull distribution

The zero-inflated negative binomial distribution

Create a zero-inflated negative binomial distribution

The zero-inflated Poisson distribution

Create a zero-inflated Poisson distribution

The zero-truncated negative binomial distribution

Create a zero-truncated negative binomial distribution

The zero-truncated Poisson distribution

Create a zero-truncated Poisson distribution