Vectorised Probability Distributions

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Documentation for package ‘distributional’ version 0.5.0

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cdf The cumulative distribution function
cdf.distribution The cumulative distribution function
covariance Covariance
covariance.distribution Covariance of a probability distribution
covariance.numeric Variance
density.distribution The probability density/mass function
dist_bernoulli The Bernoulli distribution
dist_beta The Beta distribution
dist_binomial The Binomial distribution
dist_burr The Burr distribution
dist_categorical The Categorical distribution
dist_cauchy The Cauchy distribution
dist_chisq The (non-central) Chi-Squared Distribution
dist_degenerate The degenerate distribution
dist_exponential The Exponential Distribution
dist_f The F Distribution
dist_gamma The Gamma distribution
dist_geometric The Geometric Distribution
dist_gev The Generalized Extreme Value Distribution
dist_gh The generalised g-and-h Distribution
dist_gk The g-and-k Distribution
dist_gpd The Generalized Pareto Distribution
dist_gumbel The Gumbel distribution
dist_hypergeometric The Hypergeometric distribution
dist_inflated Inflate a value of a probability distribution
dist_inverse_exponential The Inverse Exponential distribution
dist_inverse_gamma The Inverse Gamma distribution
dist_inverse_gaussian The Inverse Gaussian distribution
dist_logarithmic The Logarithmic distribution
dist_logistic The Logistic distribution
dist_lognormal The log-normal distribution
dist_missing Missing distribution
dist_mixture Create a mixture of distributions
dist_multinomial The Multinomial distribution
dist_multivariate_normal The multivariate normal distribution
dist_negative_binomial The Negative Binomial distribution
dist_normal The Normal distribution
dist_pareto The Pareto distribution
dist_percentile Percentile distribution
dist_poisson The Poisson Distribution
dist_poisson_inverse_gaussian The Poisson-Inverse Gaussian distribution
dist_sample Sampling distribution
dist_studentized_range The Studentized Range distribution
dist_student_t The (non-central) location-scale Student t Distribution
dist_transformed Modify a distribution with a transformation
dist_truncated Truncate a distribution
dist_uniform The Uniform distribution
dist_weibull The Weibull distribution
dist_wrap Create a distribution from p/d/q/r style functions
family.distribution Extract the name of the distribution family
generate.distribution Randomly sample values from a distribution
hdr Compute highest density regions
hdr.distribution Highest density regions of probability distributions
hilo Compute intervals
hilo.distribution Probability intervals of a probability distribution
is_distribution Test if the object is a distribution
is_hdr Is the object a hdr
is_hilo Is the object a hilo
kurtosis Kurtosis of a probability distribution
kurtosis.distribution Kurtosis of a probability distribution
likelihood The (log) likelihood of a sample matching a distribution
likelihood.distribution The (log) likelihood of a sample matching a distribution
log_likelihood The (log) likelihood of a sample matching a distribution
mean.distribution Mean of a probability distribution
median.distribution Median of a probability distribution
new_dist Create a new distribution
new_hdr Construct hdr intervals
new_hilo Construct hilo intervals
new_support_region Create a new support region vector
parameters Extract the parameters of a distribution
parameters.distribution Extract the parameters of a distribution
quantile.distribution Distribution Quantiles
skewness Skewness of a probability distribution
skewness.distribution Skewness of a probability distribution
support Region of support of a distribution
support.distribution Region of support of a distribution
variance Variance
variance.distribution Variance of a probability distribution
variance.matrix Variance
variance.numeric Variance