Functions for Tidy Analysis and Generation of Random Data
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Documentation for package ‘TidyDensity’ version 1.5.0
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-- B --
| bootstrap_density_augment | Bootstrap Density Tibble |
| bootstrap_p_augment | Augment Bootstrap P |
| bootstrap_p_vec | Compute Bootstrap P of a Vector |
| bootstrap_q_augment | Augment Bootstrap Q |
| bootstrap_q_vec | Compute Bootstrap Q of a Vector |
| bootstrap_stat_plot | Bootstrap Stat Plot |
| bootstrap_unnest_tbl | Unnest Tidy Bootstrap Tibble |
-- C --
| cgmean | Cumulative Geometric Mean |
| check_duplicate_rows | Check for Duplicate Rows in a Data Frame |
| chmean | Cumulative Harmonic Mean |
| ci_hi | Confidence Interval Generic |
| ci_lo | Confidence Interval Generic |
| ckurtosis | Cumulative Kurtosis |
| cmean | Cumulative Mean |
| cmedian | Cumulative Median |
| color_blind | Provide Colorblind Compliant Colors |
| convert_to_ts | Convert Data to Time Series Format |
| csd | Cumulative Standard Deviation |
| cskewness | Cumulative Skewness |
| cvar | Cumulative Variance |
-- D --
| dist_type_extractor | Extract Distribution Type from Tidy Distribution Object |
-- Q --
| quantile_normalize | Perform quantile normalization on a numeric matrix/data.frame |
-- T --
| td_scale_color_colorblind | Provide Colorblind Compliant Colors |
| td_scale_fill_colorblind | Provide Colorblind Compliant Colors |
| tidy_autoplot | Automatic Plot of Density Data |
| tidy_bernoulli | Tidy Randomly Generated Bernoulli Distribution Tibble |
| tidy_beta | Tidy Randomly Generated Beta Distribution Tibble |
| tidy_binomial | Tidy Randomly Generated Binomial Distribution Tibble |
| tidy_bootstrap | Bootstrap Empirical Data |
| tidy_burr | Tidy Randomly Generated Burr Distribution Tibble |
| tidy_cauchy | Tidy Randomly Generated Cauchy Distribution Tibble |
| tidy_chisquare | Tidy Randomly Generated Chisquare (Non-Central) Distribution Tibble |
| tidy_combined_autoplot | Automatic Plot of Combined Multi Dist Data |
| tidy_combine_distributions | Combine Multiple Tidy Distributions of Different Types |
| tidy_distribution_comparison | Compare Empirical Data to Distributions |
| tidy_distribution_summary_tbl | Tidy Distribution Summary Statistics Tibble |
| tidy_empirical | Tidy Empirical |
| tidy_exponential | Tidy Randomly Generated Exponential Distribution Tibble |
| tidy_f | Tidy Randomly Generated F Distribution Tibble |
| tidy_four_autoplot | Automatic Plot of Density Data |
| tidy_gamma | Tidy Randomly Generated Gamma Distribution Tibble |
| tidy_generalized_beta | Tidy Randomly Generated Generalized Beta Distribution Tibble |
| tidy_generalized_pareto | Tidy Randomly Generated Generalized Pareto Distribution Tibble |
| tidy_geometric | Tidy Randomly Generated Geometric Distribution Tibble |
| tidy_hypergeometric | Tidy Randomly Generated Hypergeometric Distribution Tibble |
| tidy_inverse_burr | Tidy Randomly Generated Inverse Burr Distribution Tibble |
| tidy_inverse_exponential | Tidy Randomly Generated Inverse Exponential Distribution Tibble |
| tidy_inverse_gamma | Tidy Randomly Generated Inverse Gamma Distribution Tibble |
| tidy_inverse_normal | Tidy Randomly Generated Inverse Gaussian Distribution Tibble |
| tidy_inverse_pareto | Tidy Randomly Generated Inverse Pareto Distribution Tibble |
| tidy_inverse_weibull | Tidy Randomly Generated Inverse Weibull Distribution Tibble |
| tidy_kurtosis_vec | Compute Kurtosis of a Vector |
| tidy_logistic | Tidy Randomly Generated Logistic Distribution Tibble |
| tidy_lognormal | Tidy Randomly Generated Lognormal Distribution Tibble |
| tidy_mcmc_sampling | Tidy MCMC Sampling |
| tidy_mixture_density | Tidy Mixture Data |
| tidy_multi_dist_autoplot | Automatic Plot of Multi Dist Data |
| tidy_multi_single_dist | Generate Multiple Tidy Distributions of a single type |
| tidy_negative_binomial | Tidy Randomly Generated Negative Binomial Distribution Tibble |
| tidy_normal | Tidy Randomly Generated Gaussian Distribution Tibble |
| tidy_paralogistic | Tidy Randomly Generated Paralogistic Distribution Tibble |
| tidy_pareto | Tidy Randomly Generated Pareto Distribution Tibble |
| tidy_pareto1 | Tidy Randomly Generated Pareto Single Parameter Distribution Tibble |
| tidy_poisson | Tidy Randomly Generated Poisson Distribution Tibble |
| tidy_random_walk | Tidy Random Walk |
| tidy_random_walk_autoplot | Automatic Plot of Random Walk Data |
| tidy_range_statistic | Get the range statistic |
| tidy_scale_zero_one_vec | Vector Function Scale to Zero and One |
| tidy_skewness_vec | Compute Skewness of a Vector |
| tidy_stat_tbl | Tidy Stats of Tidy Distribution |
| tidy_t | Tidy Randomly Generated T Distribution Tibble |
| tidy_triangular | Generate Tidy Data from Triangular Distribution |
| tidy_uniform | Tidy Randomly Generated Uniform Distribution Tibble |
| tidy_weibull | Tidy Randomly Generated Weibull Distribution Tibble |
| tidy_zero_truncated_binomial | Tidy Randomly Generated Binomial Distribution Tibble |
| tidy_zero_truncated_geometric | Tidy Randomly Generated Zero Truncated Geometric Distribution Tibble |
| tidy_zero_truncated_negative_binomial | Tidy Randomly Generated Binomial Distribution Tibble |
| tidy_zero_truncated_poisson | Tidy Randomly Generated Zero Truncated Poisson Distribution Tibble |
| triangle_plot | Triangle Distribution PDF Plot |
-- U --
| util_bernoulli_param_estimate | Estimate Bernoulli Parameters |
| util_bernoulli_stats_tbl | Distribution Statistics |
| util_beta_aic | Calculate Akaike Information Criterion (AIC) for Beta Distribution |
| util_beta_param_estimate | Estimate Beta Parameters |
| util_beta_stats_tbl | Distribution Statistics |
| util_binomial_aic | Calculate Akaike Information Criterion (AIC) for Binomial Distribution |
| util_binomial_param_estimate | Estimate Binomial Parameters |
| util_binomial_stats_tbl | Distribution Statistics |
| util_burr_param_estimate | Estimate Burr Parameters |
| util_burr_stats_tbl | Distribution Statistics |
| util_cauchy_aic | Calculate Akaike Information Criterion (AIC) for Cauchy Distribution |
| util_cauchy_param_estimate | Estimate Cauchy Parameters |
| util_cauchy_stats_tbl | Distribution Statistics |
| util_chisquare_param_estimate | Estimate Chisquare Parameters |
| util_chisquare_stats_tbl | Distribution Statistics |
| util_chisq_aic | Calculate Akaike Information Criterion (AIC) for Chi-Square Distribution |
| util_exponential_aic | Calculate Akaike Information Criterion (AIC) for Exponential Distribution |
| util_exponential_param_estimate | Estimate Exponential Parameters |
| util_exponential_stats_tbl | Distribution Statistics |
| util_f_aic | Calculate Akaike Information Criterion (AIC) for F Distribution |
| util_f_param_estimate | Estimate F Distribution Parameters |
| util_f_stats_tbl | Distribution Statistics |
| util_gamma_aic | Calculate Akaike Information Criterion (AIC) for Gamma Distribution |
| util_gamma_param_estimate | Estimate Gamma Parameters |
| util_gamma_stats_tbl | Distribution Statistics |
| util_generalized_beta_aic | Calculate Akaike Information Criterion (AIC) for Generalized Beta Distribution |
| util_generalized_beta_param_estimate | Estimate Generalized Beta Parameters |
| util_generalized_beta_stats_tbl | Distribution Statistics |
| util_generalized_pareto_aic | Calculate Akaike Information Criterion (AIC) for Generalized Pareto Distribution |
| util_generalized_pareto_param_estimate | Estimate Generalized Pareto Parameters |
| util_generalized_pareto_stats_tbl | Distribution Statistics |
| util_geometric_aic | Calculate Akaike Information Criterion (AIC) for Geometric Distribution |
| util_geometric_param_estimate | Estimate Geometric Parameters |
| util_geometric_stats_tbl | Distribution Statistics |
| util_hypergeometric_aic | Calculate Akaike Information Criterion (AIC) for Hypergeometric Distribution |
| util_hypergeometric_param_estimate | Estimate Hypergeometric Parameters |
| util_hypergeometric_stats_tbl | Distribution Statistics |
| util_inverse_burr_aic | Calculate Akaike Information Criterion (AIC) for Inverse Burr Distribution |
| util_inverse_burr_param_estimate | Estimate Inverse Burr Parameters |
| util_inverse_burr_stats_tbl | Distribution Statistics |
| util_inverse_pareto_aic | Calculate Akaike Information Criterion (AIC) for Inverse Pareto Distribution |
| util_inverse_pareto_param_estimate | Estimate Inverse Pareto Parameters |
| util_inverse_pareto_stats_tbl | Distribution Statistics |
| util_inverse_weibull_aic | Calculate Akaike Information Criterion (AIC) for Inverse Weibull Distribution |
| util_inverse_weibull_param_estimate | Estimate Inverse Weibull Parameters |
| util_inverse_weibull_stats_tbl | Distribution Statistics |
| util_logistic_aic | Calculate Akaike Information Criterion (AIC) for Logistic Distribution |
| util_logistic_param_estimate | Estimate Logistic Parameters |
| util_logistic_stats_tbl | Distribution Statistics |
| util_lognormal_aic | Calculate Akaike Information Criterion (AIC) for Log-Normal Distribution |
| util_lognormal_param_estimate | Estimate Lognormal Parameters |
| util_lognormal_stats_tbl | Distribution Statistics |
| util_negative_binomial_aic | Calculate Akaike Information Criterion (AIC) for Negative Binomial Distribution |
| util_negative_binomial_param_estimate | Estimate Negative Binomial Parameters |
| util_negative_binomial_stats_tbl | Distribution Statistics |
| util_normal_aic | Calculate Akaike Information Criterion (AIC) for Normal Distribution |
| util_normal_param_estimate | Estimate Normal Gaussian Parameters |
| util_normal_stats_tbl | Distribution Statistics |
| util_paralogistic_aic | Calculate Akaike Information Criterion (AIC) for Paralogistic Distribution |
| util_paralogistic_param_estimate | Estimate Paralogistic Parameters |
| util_paralogistic_stats_tbl | Distribution Statistics for Paralogistic Distribution |
| util_pareto1_aic | Calculate Akaike Information Criterion (AIC) for Pareto Distribution |
| util_pareto1_param_estimate | Estimate Pareto Parameters |
| util_pareto1_stats_tbl | Distribution Statistics for Pareto1 Distribution |
| util_pareto_aic | Calculate Akaike Information Criterion (AIC) for Pareto Distribution |
| util_pareto_param_estimate | Estimate Pareto Parameters |
| util_pareto_stats_tbl | Distribution Statistics |
| util_poisson_aic | Calculate Akaike Information Criterion (AIC) for Poisson Distribution |
| util_poisson_param_estimate | Estimate Poisson Parameters |
| util_poisson_stats_tbl | Distribution Statistics |
| util_triangular_aic | Calculate Akaike Information Criterion (AIC) for Triangular Distribution |
| util_triangular_param_estimate | Estimate Triangular Parameters |
| util_triangular_stats_tbl | Distribution Statistics |
| util_t_aic | Calculate Akaike Information Criterion (AIC) for t Distribution |
| util_t_param_estimate | Estimate t Distribution Parameters |
| util_t_stats_tbl | Distribution Statistics |
| util_uniform_aic | Calculate Akaike Information Criterion (AIC) for Uniform Distribution |
| util_uniform_param_estimate | Estimate Uniform Parameters |
| util_uniform_stats_tbl | Distribution Statistics |
| util_weibull_aic | Calculate Akaike Information Criterion (AIC) for Weibull Distribution |
| util_weibull_param_estimate | Estimate Weibull Parameters |
| util_weibull_stats_tbl | Distribution Statistics |
| util_zero_truncated_binomial_aic | Calculate Akaike Information Criterion (AIC) for Zero-Truncated Binomial Distribution |
| util_zero_truncated_binomial_param_estimate | Estimate Zero Truncated Binomial Parameters |
| util_zero_truncated_binomial_stats_tbl | Distribution Statistics for Zero Truncated Binomial Distribution |
| util_zero_truncated_geometric_aic | Calculate Akaike Information Criterion (AIC) for Zero-Truncated Geometric Distribution |
| util_zero_truncated_geometric_param_estimate | Estimate Zero-Truncated Geometric Parameters |
| util_zero_truncated_geometric_stats_tbl | Distribution Statistics for Zero-Truncated Geometric |
| util_zero_truncated_negative_binomial_aic | Calculate Akaike Information Criterion (AIC) for Zero-Truncated Negative Binomial Distribution |
| util_zero_truncated_negative_binomial_param_estimate | Estimate Zero Truncated Negative Binomial Parameters |
| util_zero_truncated_negative_binomial_stats_tbl | Distribution Statistics for Zero-Truncated Negative Binomial |
| util_zero_truncated_poisson_aic | Calculate Akaike Information Criterion (AIC) for zero-truncated poisson Distribution |
| util_zero_truncated_poisson_param_estimate | Estimate Zero Truncated Poisson Parameters |
| util_zero_truncated_poisson_stats_tbl | Distribution Statistics |