DistributionsFunctions for Distribution constructor and helpers. |
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Generalised Distribution Object |
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Abstract Special Distribution Class |
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Abstract Kernel Class |
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Kurtosis Type |
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Skewness Type |
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Test if Data Lies in Distribution Support |
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Test if Data Lies in Distribution Type |
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Mathematical and StatisticalMathematical and statistical functions acting on Distribution objects. |
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Cumulative Distribution Function |
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Cumulative Distribution Function Anti-Derivative |
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Cumulative Distribution Function P-Norm |
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Characteristic Function |
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Distribution Correlation |
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Cumulative Hazard Function |
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Distribution Entropy |
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Generalised Expectation of a Distribution |
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Generalised P-Norm |
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Hazard Function |
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Kth Moment |
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Distribution Kurtosis |
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Distribution Mean |
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Median of a Distribution |
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Moment Generating Function |
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Mode of a Distribution |
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Probability Density Function |
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Probability Density Function P-Norm |
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Probability Generating Function |
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Precision of a Distribution |
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Inverse Cumulative Distribution Function |
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Random Simulation Function |
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Sample Empirical Distribution Without Replacement |
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Standard Deviation of a Distribution |
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Distribution Skewness |
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Type of Skewness Accessor - Deprecated |
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Squared Probability Density Function 2-Norm |
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Survival Function |
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Survival Function Anti-Derivative |
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Survival Function P-Norm |
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Distribution Variance |
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Distribution AccessorsAccessor methods for Distribution objects. |
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Decorators Accessor |
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Distribution Maximum Accessor |
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Distribution Minimum Accessor |
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Infimum Accessor |
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Distribution Interquartile Range |
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Type of Kurtosis Accessor - Deprecated |
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Parameters Accessor |
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Properties Accessor |
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String Representation of Print |
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Distribution Summary |
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Supremum Accessor |
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Support Accessor - Deprecated |
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Symmetry Accessor - Deprecated |
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Traits Accessor |
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Type Accessor - Deprecated |
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Value Support Accessor - Deprecated |
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Variate Form Accessor - Deprecated |
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Approximate Finite Support |
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DecoratorsDecorators for extending functionality of distributions with numerical calculations. |
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Abstract DistributionDecorator Class |
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Core Statistical Methods Decorator |
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Exotic Statistical Methods Decorator |
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Imputed Pdf/Cdf/Quantile/Rand Functions Decorator |
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Decorate Distributions |
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Lists Implemented Distribution Decorators |
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WrappersFunctionality for composite modelling including joint and conditional distributions. |
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Abstract DistributionWrapper Class |
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Distribution Convolution Wrapper |
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Distribution Huberization Wrapper |
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Mixture Distribution Wrapper |
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Product Distribution Wrapper |
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Distribution Truncation Wrapper |
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Vectorise Distributions |
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Gets Internally Wrapped Models |
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Combine Distributions into a VectorDistribution |
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Huberize a Distribution |
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Truncate a Distribution |
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Extract one or more Distributions from a VectorDistribution |
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Univariate Discrete Distributions |
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Bernoulli Distribution Class |
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Binomial Distribution Class |
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Categorical Distribution Class |
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Degenerate Distribution Class |
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Discrete Uniform Distribution Class |
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Empirical Distribution Class |
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Geometric Distribution Class |
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Hypergeometric Distribution Class |
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Logarithmic Distribution Class |
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Negative Binomial Distribution Class |
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Poisson Distribution Class |
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WeightedDiscrete Distribution Class |
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Univariate Continuous Distributions |
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Arcsine Distribution Class |
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Beta Distribution Class |
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Noncentral Beta Distribution Class |
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Cauchy Distribution Class |
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Chi-Squared Distribution Class |
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Noncentral Chi-Squared Distribution Class |
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Erlang Distribution Class |
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Exponential Distribution Class |
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'F' Distribution Class |
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Noncentral F Distribution Class |
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Frechet Distribution Class |
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Gamma Distribution Class |
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Gompertz Distribution Class |
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Gumbel Distribution Class |
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Inverse Gamma Distribution Class |
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Laplace Distribution Class |
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Logistic Distribution Class |
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Log-Logistic Distribution Class |
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Log-Normal Distribution Class |
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Normal Distribution Class |
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Pareto Distribution Class |
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Rayleigh Distribution Class |
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Shifted Log-Logistic Distribution Class |
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Student's T Distribution Class |
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Noncentral Student's T Distribution Class |
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Triangular Distribution Class |
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Uniform Distribution Class |
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Wald Distribution Class |
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Weibull Distribution Class |
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Multivariate Distributions |
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Dirichlet Distribution Class |
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EmpiricalMV Distribution Class |
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Multinomial Distribution Class |
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Multivariate Normal Distribution Class |
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Kernels |
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Cosine Kernel |
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Epanechnikov Kernel |
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Normal Kernel |
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Logistic Kernel |
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Triangular Kernel |
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Uniform Kernel |
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Quartic Kernel |
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Sigmoid Kernel |
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Silverman Kernel |
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Tricube Kernel |
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Triweight Kernel |
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Visualisation |
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Superimpose Distribution Functions Plots for a distr6 Object |
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Plot Distribution Functions for a distr6 Object |
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Plotting Distribution Functions for a VectorDistribution |
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Quantile-Quantile Plots for distr6 Objects |
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AssertionsValidation checks for Distributions. |
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assert/check/test/Continuous |
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assert/check/test/Discrete |
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assert/check/test/Distribution |
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assert/check/test/DistributionList |
assert/check/test/Leptokurtic |
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assert/check/test/Matrixvariate |
assert/check/test/Mesokurtic |
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assert/check/test/Mixture |
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assert/check/test/Multivariate |
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assert/check/test/NegativeSkew |
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assert/check/test/NoSkew |
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assert/check/test/ParameterSet |
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assert/check/test/ParameterSetCollection |
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assert/check/test/ParameterSetCollectionList |
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assert/check/test/ParameterSetList |
assert/check/test/Platykurtic |
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assert/check/test/PositiveSkew |
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assert/check/test/Symmetric |
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assert/check/test/Univariate |
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Helper FunctionsMiscellaneous functions for use in distr6. |
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De-Duplicate Distribution Names |
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Lists Implemented Distributions |
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Lists Implemented Kernels |
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Lists Implemented Distribution Wrappers |
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distr6: Object Oriented Distributions in R |
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Show distr6 NEWS.md File |
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Simulate from a Distribution |
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Parameter SetsFunctions and classes for creating Parameter Sets for use in Distributions. |
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Parameter Sets for Distributions |
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Parameter Set Collections for Wrapped Distributions |
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Coerce ParameterSet to data.table |
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Coerce to a ParameterSet |
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Parameter Support Accessor |
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Parameter Value Accessor |
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Combine ParameterSets |
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Print a ParameterSet |
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Parameter Value Setter |
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Extract one or more parameters from a ParameterSet |