R: Functions for Tidy Analysis and Generation of Random Data

# Functions for Tidy Analysis and Generation of Random Data

## Documentation for package ‘TidyDensity’ version 1.5.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

B C D Q T U

## -- 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