Package index
Distributions
The general univariate distribution interface: 38 families with density, quantile, seeded random generation, and fitting.
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distribution() - Create a univariate distribution object
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dist_pdf()dist_log_pdf()dist_cdf()dist_quantile()dist_random() - Distribution functions
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dist_moments()dist_params()dist_lmoments()dist_log_likelihood() - Distribution properties
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dist_fit() - Fit a distribution to data
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distribution_names() - List the supported distribution families
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dgev()pgev()qgev() - Generalized Extreme Value distribution
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gev_fit() - Fit a GEV distribution
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gev_moments() - Moments of a GEV distribution
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gev_quantile_se() - Standard error of a GEV quantile (maximum likelihood)
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univariate_analysis() - Bayesian univariate frequency analysis
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fit_distributions() - Fit and rank candidate distributions
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bulletin17c_analysis() - Bulletin 17C flood-frequency analysis
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composite_analysis() - Composite frequency analysis
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mixture_analysis() - Bayesian mixture-model frequency analysis
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competing_risk_analysis() - Bayesian competing-risk frequency analysis
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point_process_analysis() - Bayesian point-process (peaks-over-threshold) frequency analysis
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spatial_gev_analysis() - Hierarchical spatial-GEV frequency analysis
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bivariate_analysis() - Bivariate (copula) joint-exceedance frequency analysis
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coincident_frequency_analysis() - Coincident-frequency analysis
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rating_curve_analysis() - Stage-discharge rating-curve frequency analysis
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ar_analysis() - Bayesian autoregressive AR(p) time-series analysis
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ma_analysis() - Bayesian moving-average MA(q) time-series analysis
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arima_analysis() - Bayesian ARIMA(p,d,q) time-series analysis
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arimax_analysis() - Bayesian ARIMAX(p,d,q) time-series analysis
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mcmc_sample() - Sample the posterior of a distribution's parameters by MCMC
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bootstrap_analysis() - Parametric bootstrap confidence bands for a distribution
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estimation_diagnostics() - Bayesian estimation diagnostics (leverage / influence / prior influence)
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prior_predictive_check() - Prior predictive check
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posterior_predictive_check() - Posterior predictive check
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mgbt_test() - Multiple Grubbs-Beck low-outlier test
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box_cox_lambda()box_cox()box_cox_inverse() - Box-Cox transformation
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yeo_johnson_lambda()yeo_johnson()yeo_johnson_inverse() - Yeo-Johnson transformation
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plotting_positions() - Plotting positions
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latin_hypercube() - Latin hypercube sampling