Probability Distributions as S3 Objects
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Documentation for package ‘distributions3’ version 0.2.1
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A B C D E F G H I K L M N P Q R S T U V W Z
-- A --
| apply_dpqr | Utilities for 'distributions3' objects |
-- 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 cumulative distribution function 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.HurdleNegativeBinomial | Evaluate the cumulative distribution function of a hurdle negative binomial distribution |
| cdf.HurdlePoisson | Evaluate the cumulative distribution function of a hurdle Poisson 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 |
| cdf.ZINegativeBinomial | Evaluate the cumulative distribution function of a zero-inflated negative binomial distribution |
| cdf.ZIPoisson | Evaluate the cumulative distribution function of a zero-inflated Poisson distribution |
| cdf.ZTNegativeBinomial | Evaluate the cumulative distribution function of a zero-truncated negative binomial distribution |
| cdf.ZTPoisson | Evaluate the cumulative distribution function of a zero-truncated Poisson distribution |
| ChiSquare | Create a Chi-Square distribution |
-- D --
| dhnbinom | The hurdle negative binomial distribution |
| dhpois | The hurdle Poisson distribution |
| dzinbinom | The zero-inflated negative binomial distribution |
| dzipois | The zero-inflated Poisson distribution |
| dztnbinom | The zero-truncated negative binomial distribution |
| dztpois | The zero-truncated Poisson distribution |
-- E --
| Erlang | Create an Erlang distribution |
| Exponential | Create an Exponential distribution |
-- F --
| FIFA2018 | Goals scored in all 2018 FIFA World Cup matches |
| 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 --
| HurdleNegativeBinomial | Create a hurdle negative binomial distribution |
| HurdlePoisson | Create a hurdle Poisson distribution |
| HyperGeometric | Create a HyperGeometric distribution |
-- I --
| is_continuous | Determine whether a distribution is discrete or continuous |
| is_discrete | Determine whether a distribution is discrete or continuous |
| is_distribution | Is an object a distribution? |
-- K --
| kurtosis | Compute the moments of a probability distribution |
-- L --
| likelihood | Compute the (log-)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.HurdleNegativeBinomial | Evaluate the probability mass function of a hurdle negative binomial distribution |
| log_pdf.HurdlePoisson | Evaluate the probability mass function of a hurdle Poisson 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 |
| log_pdf.ZINegativeBinomial | Evaluate the probability mass function of a zero-inflated negative binomial distribution |
| log_pdf.ZIPoisson | Evaluate the probability mass function of a zero-inflated Poisson distribution |
| log_pdf.ZTNegativeBinomial | Evaluate the probability mass function of a zero-truncated negative binomial distribution |
| log_pdf.ZTPoisson | Evaluate the probability mass function of a zero-truncated Poisson distribution |
-- M --
| make_positive_integer | Utilities for 'distributions3' objects |
| make_support | Utilities for 'distributions3' objects |
| Multinomial | Create a Multinomial distribution |
-- N --
| NegativeBinomial | Create a negative binomial distribution |
| Normal | Create a Normal distribution |
-- P --
| 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.HurdleNegativeBinomial | Evaluate the probability mass function of a hurdle negative binomial distribution |
| pdf.HurdlePoisson | Evaluate the probability mass function of a hurdle Poisson 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 |
| pdf.ZINegativeBinomial | Evaluate the probability mass function of a zero-inflated negative binomial distribution |
| pdf.ZIPoisson | Evaluate the probability mass function of a zero-inflated Poisson distribution |
| pdf.ZTNegativeBinomial | Evaluate the probability mass function of a zero-truncated negative binomial distribution |
| pdf.ZTPoisson | Evaluate the probability mass function of a zero-truncated Poisson distribution |
| phnbinom | The hurdle negative binomial distribution |
| phpois | The hurdle Poisson 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 |
| prodist | Extracting fitted or predicted probability distributions from models |
| prodist.Arima | Extracting fitted or predicted probability distributions from models |
| prodist.glm | Extracting fitted or predicted probability distributions from models |
| prodist.hurdle | Extracting fitted or predicted probability distributions from models |
| prodist.lm | Extracting fitted or predicted probability distributions from models |
| prodist.negbin | Extracting fitted or predicted probability distributions from models |
| prodist.zeroinfl | Extracting fitted or predicted probability distributions from models |
| prodist.zerotrunc | Extracting fitted or predicted probability distributions from models |
| pzinbinom | The zero-inflated negative binomial distribution |
| pzipois | The zero-inflated Poisson distribution |
| pztnbinom | The zero-truncated negative binomial distribution |
| pztpois | The zero-truncated Poisson distribution |
-- Q --
| qhnbinom | The hurdle negative binomial distribution |
| qhpois | The hurdle Poisson 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.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.HurdleNegativeBinomial | Determine quantiles of a hurdle negative binomial distribution |
| quantile.HurdlePoisson | Determine quantiles of a hurdle Poisson 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 |
| quantile.ZINegativeBinomial | Determine quantiles of a zero-inflated negative binomial distribution |
| quantile.ZIPoisson | Determine quantiles of a zero-inflated Poisson distribution |
| quantile.ZTNegativeBinomial | Determine quantiles of a zero-truncated negative binomial distribution |
| quantile.ZTPoisson | Determine quantiles of a zero-truncated Poisson distribution |
| qzinbinom | The zero-inflated negative binomial distribution |
| qzipois | The zero-inflated Poisson distribution |
| qztnbinom | The zero-truncated negative binomial distribution |
| qztpois | The zero-truncated Poisson 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.HurdleNegativeBinomial | Draw a random sample from a hurdle negative binomial distribution |
| random.HurdlePoisson | Draw a random sample from a hurdle Poisson 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.Tukey | Draw a random sample from a Tukey distribution |
| random.Uniform | Draw a random sample from a continuous Uniform distribution |
| random.Weibull | Draw a random sample from a Weibull distribution |
| random.ZINegativeBinomial | Draw a random sample from a zero-inflated negative binomial distribution |
| random.ZIPoisson | Draw a random sample from a zero-inflated Poisson distribution |
| random.ZTNegativeBinomial | Draw a random sample from a zero-truncated negative binomial distribution |
| random.ZTPoisson | Draw a random sample from a zero-truncated Poisson distribution |
| RevWeibull | Create a reversed Weibull distribution |
| rhnbinom | The hurdle negative binomial distribution |
| rhpois | The hurdle Poisson distribution |
| rzinbinom | The zero-inflated negative binomial distribution |
| rzipois | The zero-inflated Poisson distribution |
| rztnbinom | The zero-truncated negative binomial distribution |
| rztpois | The zero-truncated Poisson distribution |
-- S --
| simulate.distribution | Draw a random sample from a probability distribution |
| 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.Frechet | Return the support of the Frechet distribution |
| support.Gamma | Return the support of the Gamma distribution |
| support.Geometric | Return the support of the Geometric distribution |
| support.GEV | Return the support of a GEV distribution |
| support.GP | Return the support of the GP distribution |
| support.Gumbel | Return the support of the Gumbel distribution |
| support.HurdleNegativeBinomial | Return the support of the hurdle negative binomial distribution |
| support.HurdlePoisson | Return the support of the hurdle Poisson 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.RevWeibull | Return the support of the RevWeibull 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 |
| support.ZINegativeBinomial | Return the support of the zero-inflated negative binomial distribution |
| support.ZIPoisson | Return the support of the zero-inflated Poisson distribution |
| support.ZTNegativeBinomial | Return the support of the zero-truncated negative binomial distribution |
| support.ZTPoisson | Return the support of the zero-truncated Poisson 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 |
-- Z --
| ZINegativeBinomial | Create a zero-inflated negative binomial distribution |
| ZIPoisson | Create a zero-inflated Poisson distribution |
| ZTNegativeBinomial | Create a zero-truncated negative binomial distribution |
| ZTPoisson | Create a zero-truncated Poisson distribution |