| Utilities for 'distributions3' objects | apply_dpqr make_positive_integer make_support |
| Create a Bernoulli distribution | Bernoulli |
| Create a Beta distribution | Beta |
| Create a Binomial distribution | Binomial |
| Create a Categorical distribution | Categorical |
| Create a Cauchy distribution | Cauchy |
| Evaluate the cumulative distribution function of a probability distribution | cdf |
| Evaluate the cumulative distribution function of a Bernoulli distribution | cdf.Bernoulli |
| Evaluate the cumulative distribution function of a Beta distribution | cdf.Beta |
| Evaluate the cumulative distribution function of a Binomial distribution | cdf.Binomial |
| Evaluate the cumulative distribution function of a Categorical distribution | cdf.Categorical |
| Evaluate the cumulative distribution function of a Cauchy distribution | cdf.Cauchy |
| Evaluate the cumulative distribution function of a chi square distribution | cdf.ChiSquare |
| Evaluate the cumulative distribution function of an Erlang distribution | cdf.Erlang |
| Evaluate the cumulative distribution function of an Exponential distribution | cdf.Exponential |
| Evaluate the cumulative distribution function of an F distribution | cdf.FisherF |
| Evaluate the cumulative distribution function of a Frechet distribution | cdf.Frechet |
| Evaluate the cumulative distribution function of a Gamma distribution | cdf.Gamma |
| Evaluate the cumulative distribution function of a Geometric distribution | cdf.Geometric |
| Evaluate the cumulative distribution function of a GEV distribution | cdf.GEV |
| Evaluate the cumulative distribution function of a GP distribution | cdf.GP |
| Evaluate the cumulative distribution function of a Gumbel distribution | cdf.Gumbel |
| Evaluate the cumulative distribution function of a hurdle negative binomial distribution | cdf.HurdleNegativeBinomial |
| Evaluate the cumulative distribution function of a hurdle Poisson distribution | cdf.HurdlePoisson |
| Evaluate the cumulative distribution function of a HyperGeometric distribution | cdf.HyperGeometric |
| Evaluate the cumulative distribution function of a Logistic distribution | cdf.Logistic |
| Evaluate the cumulative distribution function of a LogNormal distribution | cdf.LogNormal |
| Evaluate the cumulative distribution function of a negative binomial distribution | cdf.NegativeBinomial |
| Evaluate the cumulative distribution function of a Normal distribution | cdf.Normal |
| Evaluate the cumulative distribution function of a Poisson distribution | cdf.Poisson |
| Evaluate the cumulative distribution function of a PoissonBinomial distribution | cdf.PoissonBinomial |
| Evaluate the cumulative distribution function of an RevWeibull distribution | cdf.RevWeibull |
| Evaluate the cumulative distribution function of a StudentsT distribution | cdf.StudentsT |
| Evaluate the cumulative distribution function of a Tukey distribution | cdf.Tukey |
| Evaluate the cumulative distribution function of a continuous Uniform distribution | cdf.Uniform |
| Evaluate the cumulative distribution function of a Weibull distribution | cdf.Weibull |
| Evaluate the cumulative distribution function of a zero-inflated negative binomial distribution | cdf.ZINegativeBinomial |
| Evaluate the cumulative distribution function of a zero-inflated Poisson distribution | cdf.ZIPoisson |
| Evaluate the cumulative distribution function of a zero-truncated negative binomial distribution | cdf.ZTNegativeBinomial |
| Evaluate the cumulative distribution function of a zero-truncated Poisson distribution | cdf.ZTPoisson |
| Create a Chi-Square distribution | ChiSquare |
| The hurdle negative binomial distribution | dhnbinom phnbinom qhnbinom rhnbinom |
| The hurdle Poisson distribution | dhpois phpois qhpois rhpois |
| The zero-inflated negative binomial distribution | dzinbinom pzinbinom qzinbinom rzinbinom |
| The zero-inflated Poisson distribution | dzipois pzipois qzipois rzipois |
| The zero-truncated negative binomial distribution | dztnbinom pztnbinom qztnbinom rztnbinom |
| The zero-truncated Poisson distribution | dztpois pztpois qztpois rztpois |
| Create an Erlang distribution | Erlang |
| Create an Exponential distribution | Exponential |
| Goals scored in all 2018 FIFA World Cup matches | FIFA2018 |
| Create an F distribution | FisherF |
| Fit a distribution to data | fit_mle |
| Fit a Bernoulli distribution to data | fit_mle.Bernoulli |
| Fit a Binomial distribution to data | fit_mle.Binomial |
| Fit an Exponential distribution to data | fit_mle.Exponential |
| Fit a Gamma distribution to data | fit_mle.Gamma |
| Fit a Geometric distribution to data | fit_mle.Geometric |
| Fit a Log Normal distribution to data | fit_mle.LogNormal |
| Fit a Normal distribution to data | fit_mle.Normal |
| Fit an Poisson distribution to data | fit_mle.Poisson |
| Create a Frechet distribution | Frechet |
| Create a Gamma distribution | Gamma |
| Create a Geometric distribution | Geometric |
| Create a Generalised Extreme Value (GEV) distribution | GEV |
| Create a Generalised Pareto (GP) distribution | GP |
| Create a Gumbel distribution | Gumbel |
| Create a hurdle negative binomial distribution | HurdleNegativeBinomial |
| Create a hurdle Poisson distribution | HurdlePoisson |
| Create a HyperGeometric distribution | HyperGeometric |
| Determine whether a distribution is discrete or continuous | is_continuous is_discrete |
| Is an object a distribution? | is_distribution |
| Compute the (log-)likelihood of a probability distribution given data | likelihood log_likelihood |
| Create a Logistic distribution | Logistic |
| Create a LogNormal distribution | LogNormal |
| Create a Multinomial distribution | Multinomial |
| Create a negative binomial distribution | NegativeBinomial |
| Create a Normal distribution | Normal |
| Evaluate the probability density of a probability distribution | log_pdf pdf pmf |
| Evaluate the probability mass function of a Bernoulli distribution | log_pdf.Bernoulli pdf.Bernoulli |
| Evaluate the probability mass function of a Beta distribution | log_pdf.Beta pdf.Beta |
| Evaluate the probability mass function of a Binomial distribution | log_pdf.Binomial pdf.Binomial |
| Evaluate the probability mass function of a Categorical discrete distribution | log_pdf.Categorical pdf.Categorical |
| Evaluate the probability mass function of a Cauchy distribution | log_pdf.Cauchy pdf.Cauchy |
| Evaluate the probability mass function of a chi square distribution | log_pdf.ChiSquare pdf.ChiSquare |
| Evaluate the probability mass function of an Erlang distribution | log_pdf.Erlang pdf.Erlang |
| Evaluate the probability density function of an Exponential distribution | log_pdf.Exponential pdf.Exponential |
| Evaluate the probability mass function of an F distribution | log_pdf.FisherF pdf.FisherF |
| Evaluate the probability mass function of a Frechet distribution | log_pdf.Frechet pdf.Frechet |
| Evaluate the probability mass function of a Gamma distribution | log_pdf.Gamma pdf.Gamma |
| Evaluate the probability mass function of a Geometric distribution | log_pdf.Geometric pdf.Geometric |
| Evaluate the probability mass function of a GEV distribution | log_pdf.GEV pdf.GEV |
| Evaluate the probability mass function of a GP distribution | log_pdf.GP pdf.GP |
| Evaluate the probability mass function of a Gumbel distribution | log_pdf.Gumbel pdf.Gumbel |
| Evaluate the probability mass function of a hurdle negative binomial distribution | log_pdf.HurdleNegativeBinomial pdf.HurdleNegativeBinomial |
| Evaluate the probability mass function of a hurdle Poisson distribution | log_pdf.HurdlePoisson pdf.HurdlePoisson |
| Evaluate the probability mass function of a HyperGeometric distribution | log_pdf.HyperGeometric pdf.HyperGeometric |
| Evaluate the probability mass function of a Logistic distribution | log_pdf.Logistic pdf.Logistic |
| Evaluate the probability mass function of a LogNormal distribution | log_pdf.LogNormal pdf.LogNormal |
| Evaluate the probability mass function of a Multinomial distribution | log_pdf.Multinomial pdf.Multinomial |
| Evaluate the probability mass function of a NegativeBinomial distribution | log_pdf.NegativeBinomial pdf.NegativeBinomial |
| Evaluate the probability mass function of a Normal distribution | log_pdf.Normal pdf.Normal |
| Evaluate the probability mass function of a Poisson distribution | log_pdf.Poisson pdf.Poisson |
| Evaluate the probability mass function of a PoissonBinomial distribution | log_pdf.PoissonBinomial pdf.PoissonBinomial |
| Evaluate the probability mass function of an RevWeibull distribution | log_pdf.RevWeibull pdf.RevWeibull |
| Evaluate the probability mass function of a StudentsT distribution | log_pdf.StudentsT pdf.StudentsT |
| Evaluate the probability mass function of a continuous Uniform distribution | log_pdf.Uniform pdf.Uniform |
| Evaluate the probability mass function of a Weibull distribution | log_pdf.Weibull pdf.Weibull |
| Evaluate the probability mass function of a zero-inflated negative binomial distribution | log_pdf.ZINegativeBinomial pdf.ZINegativeBinomial |
| Evaluate the probability mass function of a zero-inflated Poisson distribution | log_pdf.ZIPoisson pdf.ZIPoisson |
| Evaluate the probability mass function of a zero-truncated negative binomial distribution | log_pdf.ZTNegativeBinomial pdf.ZTNegativeBinomial |
| Evaluate the probability mass function of a zero-truncated Poisson distribution | log_pdf.ZTPoisson pdf.ZTPoisson |
| Plot the CDF of a distribution | plot_cdf |
| Plot the PDF of a distribution | plot_pdf |
| Plot the p.m.f, p.d.f or c.d.f. of a univariate distribution | plot.distribution |
| Create a Poisson distribution | Poisson |
| Create a Poisson binomial distribution | PoissonBinomial |
| Extracting fitted or predicted probability distributions from models | prodist prodist.Arima prodist.distribution prodist.glm prodist.hurdle prodist.lm prodist.negbin prodist.zeroinfl prodist.zerotrunc |
| Determine quantiles of a Bernoulli distribution | quantile.Bernoulli |
| Determine quantiles of a Beta distribution | quantile.Beta |
| Determine quantiles of a Binomial distribution | quantile.Binomial |
| Determine quantiles of a Categorical discrete distribution | quantile.Categorical |
| Determine quantiles of a Cauchy distribution | quantile.Cauchy |
| Determine quantiles of a chi square distribution | quantile.ChiSquare |
| Determine quantiles of an Erlang distribution | quantile.Erlang |
| Determine quantiles of an Exponential distribution | quantile.Exponential |
| Determine quantiles of an F distribution | quantile.FisherF |
| Determine quantiles of a Frechet distribution | quantile.Frechet |
| Determine quantiles of a Gamma distribution | quantile.Gamma |
| Determine quantiles of a Geometric distribution | quantile.Geometric |
| Determine quantiles of a GEV distribution | quantile.GEV |
| Determine quantiles of a GP distribution | quantile.GP |
| Determine quantiles of a Gumbel distribution | quantile.Gumbel |
| Determine quantiles of a hurdle negative binomial distribution | quantile.HurdleNegativeBinomial |
| Determine quantiles of a hurdle Poisson distribution | quantile.HurdlePoisson |
| Determine quantiles of a HyperGeometric distribution | quantile.HyperGeometric |
| Determine quantiles of a Logistic distribution | quantile.Logistic |
| Determine quantiles of a LogNormal distribution | quantile.LogNormal |
| Determine quantiles of a NegativeBinomial distribution | quantile.NegativeBinomial |
| Determine quantiles of a Normal distribution | quantile.Normal |
| Determine quantiles of a Poisson distribution | quantile.Poisson |
| Determine quantiles of a PoissonBinomial distribution | quantile.PoissonBinomial |
| Determine quantiles of a RevWeibull distribution | quantile.RevWeibull |
| Determine quantiles of a StudentsT distribution | quantile.StudentsT |
| Determine quantiles of a Tukey distribution | quantile.Tukey |
| Determine quantiles of a continuous Uniform distribution | quantile.Uniform |
| Determine quantiles of a Weibull distribution | quantile.Weibull |
| Determine quantiles of a zero-inflated negative binomial distribution | quantile.ZINegativeBinomial |
| Determine quantiles of a zero-inflated Poisson distribution | quantile.ZIPoisson |
| Determine quantiles of a zero-truncated negative binomial distribution | quantile.ZTNegativeBinomial |
| Determine quantiles of a zero-truncated Poisson distribution | quantile.ZTPoisson |
| Draw a random sample from a probability distribution | random simulate.distribution |
| Draw a random sample from a Bernoulli distribution | random.Bernoulli |
| Draw a random sample from a Beta distribution | random.Beta |
| Draw a random sample from a Binomial distribution | random.Binomial |
| Draw a random sample from a Categorical distribution | random.Categorical |
| Draw a random sample from a Cauchy distribution | random.Cauchy |
| Draw a random sample from a chi square distribution | random.ChiSquare |
| Draw a random sample from an Erlang distribution | random.Erlang |
| Draw a random sample from an Exponential distribution | random.Exponential |
| Draw a random sample from an F distribution | random.FisherF |
| Draw a random sample from a Frechet distribution | random.Frechet |
| Draw a random sample from a Gamma distribution | random.Gamma |
| Draw a random sample from a Geometric distribution | random.Geometric |
| Draw a random sample from a GEV distribution | random.GEV |
| Draw a random sample from a GP distribution | random.GP |
| Draw a random sample from a Gumbel distribution | random.Gumbel |
| Draw a random sample from a hurdle negative binomial distribution | random.HurdleNegativeBinomial |
| Draw a random sample from a hurdle Poisson distribution | random.HurdlePoisson |
| Draw a random sample from a HyperGeometric distribution | random.HyperGeometric |
| Draw a random sample from a Logistic distribution | random.Logistic |
| Draw a random sample from a LogNormal distribution | random.LogNormal |
| Draw a random sample from a Multinomial distribution | random.Multinomial |
| Draw a random sample from a negative binomial distribution | random.NegativeBinomial |
| Draw a random sample from a Normal distribution | random.Normal |
| Draw a random sample from a Poisson distribution | random.Poisson |
| Draw a random sample from a PoissonBinomial distribution | random.PoissonBinomial |
| Draw a random sample from an RevWeibull distribution | random.RevWeibull |
| Draw a random sample from a StudentsT distribution | random.StudentsT |
| Draw a random sample from a Tukey distribution | random.Tukey |
| Draw a random sample from a continuous Uniform distribution | random.Uniform |
| Draw a random sample from a Weibull distribution | random.Weibull |
| Draw a random sample from a zero-inflated negative binomial distribution | random.ZINegativeBinomial |
| Draw a random sample from a zero-inflated Poisson distribution | random.ZIPoisson |
| Draw a random sample from a zero-truncated negative binomial distribution | random.ZTNegativeBinomial |
| Draw a random sample from a zero-truncated Poisson distribution | random.ZTPoisson |
| Create a reversed Weibull distribution | RevWeibull |
| Simulate responses from fitted model objects | simulate.default |
| Fill out area under the curve for a plotted PDF | GeomAuc geom_auc StatAuc stat_auc |
| Create a Student's T distribution | StudentsT |
| Compute the sufficient statistics of a distribution from data | suff_stat |
| Compute the sufficient statistics for a Bernoulli distribution from data | suff_stat.Bernoulli |
| Compute the sufficient statistics for the Binomial distribution from data | suff_stat.Binomial |
| Compute the sufficient statistics of an Exponential distribution from data | suff_stat.Exponential |
| Compute the sufficient statistics for a Gamma distribution from data | suff_stat.Gamma |
| Compute the sufficient statistics for the Geometric distribution from data | suff_stat.Geometric |
| Compute the sufficient statistics for a Log-normal distribution from data | suff_stat.LogNormal |
| Compute the sufficient statistics for a Normal distribution from data | suff_stat.Normal |
| Compute the sufficient statistics of an Poisson distribution from data | suff_stat.Poisson |
| Return the support of a distribution | support |
| Return the support of the Bernoulli distribution | support.Bernoulli |
| Return the support of the Beta distribution | support.Beta |
| Return the support of the Binomial distribution | support.Binomial |
| Return the support of the Cauchy distribution | support.Cauchy |
| Return the support of the ChiSquare distribution | support.ChiSquare |
| Return the support of the Erlang distribution | support.Erlang |
| Return the support of the Exponential distribution | support.Exponential |
| Return the support of the FisherF distribution | support.FisherF |
| Return the support of the Frechet distribution | support.Frechet |
| Return the support of the Gamma distribution | support.Gamma |
| Return the support of the Geometric distribution | support.Geometric |
| Return the support of a GEV distribution | support.GEV |
| Return the support of the GP distribution | support.GP |
| Return the support of the Gumbel distribution | support.Gumbel |
| Return the support of the hurdle negative binomial distribution | support.HurdleNegativeBinomial |
| Return the support of the hurdle Poisson distribution | support.HurdlePoisson |
| Return the support of the HyperGeometric distribution | support.HyperGeometric |
| Return the support of the Logistic distribution | support.Logistic |
| Return the support of the LogNormal distribution | support.LogNormal |
| Return the support of the NegativeBinomial distribution | support.NegativeBinomial |
| Return the support of the Normal distribution | support.Normal |
| Return the support of the Poisson distribution | support.Poisson |
| Return the support of the PoissonBinomial distribution | support.PoissonBinomial |
| Return the support of the RevWeibull distribution | support.RevWeibull |
| Return the support of the StudentsT distribution | support.StudentsT |
| Return the support of the Tukey distribution | support.Tukey |
| Return the support of the Uniform distribution | support.Uniform |
| Return the support of the Weibull distribution | support.Weibull |
| Return the support of the zero-inflated negative binomial distribution | support.ZINegativeBinomial |
| Return the support of the zero-inflated Poisson distribution | support.ZIPoisson |
| Return the support of the zero-truncated negative binomial distribution | support.ZTNegativeBinomial |
| Return the support of the zero-truncated Poisson distribution | support.ZTPoisson |
| Create a Tukey distribution | Tukey |
| Create a Continuous Uniform distribution | Uniform |
| Compute the moments of a probability distribution | kurtosis skewness variance |
| Create a Weibull distribution | Weibull |
| Create a zero-inflated negative binomial distribution | ZINegativeBinomial |
| Create a zero-inflated Poisson distribution | ZIPoisson |
| Create a zero-truncated negative binomial distribution | ZTNegativeBinomial |
| Create a zero-truncated Poisson distribution | ZTPoisson |
