Functions for Tidy Analysis and Generation of Random Data
Augment Bootstrap Q
Compute Bootstrap Q of a Vector
Provide Colorblind Compliant Colors
Compute Skewness of a Vector
Cumulative Mean
Bootstrap Density Tibble
Augment Bootstrap P
Compute Bootstrap P of a Vector
Cumulative Median
Bootstrap Stat Plot
Unnest Tidy Bootstrap Tibble
Cumulative Geometric Mean
Check for Duplicate Rows in a Data Frame
Cumulative Harmonic Mean
Confidence Interval Generic
Confidence Interval Generic
Cumulative Kurtosis
Convert Data to Time Series Format
Cumulative Standard Deviation
Cumulative Skewness
Cumulative Variance
Extract Distribution Type from Tidy Distribution Object
Pipe operator
Perform quantile normalization on a numeric matrix/data.frame
Provide Colorblind Compliant Colors
Provide Colorblind Compliant Colors
Automatic Plot of Density Data
Tidy Randomly Generated Bernoulli Distribution Tibble
Tidy Randomly Generated Beta Distribution Tibble
Tidy Randomly Generated Binomial Distribution Tibble
Tidy Randomly Generated Generalized Pareto Distribution Tibble
Bootstrap Empirical Data
Tidy Randomly Generated Burr Distribution Tibble
Tidy Randomly Generated Cauchy Distribution Tibble
Tidy Randomly Generated Chisquare (Non-Central) Distribution Tibble
Combine Multiple Tidy Distributions of Different Types
Automatic Plot of Combined Multi Dist Data
Compare Empirical Data to Distributions
Tidy Distribution Summary Statistics Tibble
Tidy Empirical
Tidy Randomly Generated Exponential Distribution Tibble
Tidy Randomly Generated F Distribution Tibble
Automatic Plot of Density Data
Tidy Randomly Generated Gamma Distribution Tibble
Tidy Randomly Generated Generalized Beta Distribution Tibble
Tidy Randomly Generated Geometric Distribution Tibble
Tidy Randomly Generated Hypergeometric Distribution Tibble
Tidy Randomly Generated Inverse Burr Distribution Tibble
Tidy Randomly Generated Inverse Exponential Distribution Tibble
Tidy Randomly Generated Inverse Gamma Distribution Tibble
Tidy Randomly Generated Inverse Gaussian Distribution Tibble
Tidy Randomly Generated Inverse Pareto Distribution Tibble
Tidy Randomly Generated Inverse Weibull Distribution Tibble
Compute Kurtosis of a Vector
Tidy Randomly Generated Logistic Distribution Tibble
Tidy Randomly Generated Lognormal Distribution Tibble
Tidy MCMC Sampling
Tidy Mixture Data
Automatic Plot of Multi Dist Data
Generate Multiple Tidy Distributions of a single type
Tidy Randomly Generated Negative Binomial Distribution Tibble
Tidy Randomly Generated Gaussian Distribution Tibble
Tidy Randomly Generated Paralogistic Distribution Tibble
Tidy Randomly Generated Pareto Distribution Tibble
Tidy Randomly Generated Pareto Single Parameter Distribution Tibble
Tidy Randomly Generated Poisson Distribution Tibble
Tidy Random Walk
Automatic Plot of Random Walk Data
Get the range statistic
Vector Function Scale to Zero and One
Tidy Stats of Tidy Distribution
Tidy Randomly Generated T Distribution Tibble
Generate Tidy Data from Triangular Distribution
Tidy Randomly Generated Uniform Distribution Tibble
Tidy Randomly Generated Weibull Distribution Tibble
Tidy Randomly Generated Binomial Distribution Tibble
Tidy Randomly Generated Zero Truncated Geometric Distribution Tibble
Tidy Randomly Generated Binomial Distribution Tibble
Tidy Randomly Generated Zero Truncated Poisson Distribution Tibble
Tidy eval helpers
Triangle Distribution PDF Plot
Estimate Bernoulli Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Beta Distribution
Estimate Beta Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Binomial Distribution
Estimate Binomial Parameters
Distribution Statistics
Estimate Burr Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Cauchy Distribution
Estimate Cauchy Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Chi-Square Distributi...
Estimate Chisquare Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Exponential Distribut...
Estimate Exponential Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for F Distribution
Estimate F Distribution Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Gamma Distribution
Estimate Gamma Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Generalized Beta Dist...
Estimate Generalized Beta Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Generalized Pareto Di...
Estimate Generalized Pareto Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Geometric Distributio...
Estimate Geometric Parameters
Estimate Inverse Pareto Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Hypergeometric Distri...
Estimate Hypergeometric Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Inverse Burr Distribu...
Estimate Inverse Burr Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Inverse Pareto Distri...
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Inverse Weibull Distr...
Estimate Inverse Weibull Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Logistic Distribution
Estimate Logistic Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Log-Normal Distributi...
Calculate Akaike Information Criterion (AIC) for t Distribution
Estimate Lognormal Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Negative Binomial Dis...
Estimate Negative Binomial Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Normal Distribution
Estimate Normal Gaussian Parameters
Distribution Statistics
Estimate t Distribution Parameters
Calculate Akaike Information Criterion (AIC) for Paralogistic Distribu...
Estimate Paralogistic Parameters
Distribution Statistics for Paralogistic Distribution
Calculate Akaike Information Criterion (AIC) for Pareto Distribution
Calculate Akaike Information Criterion (AIC) for zero-truncated poisso...
Estimate Pareto Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Pareto Distribution
Estimate Pareto Parameters
Estimate Zero Truncated Poisson Parameters
Distribution Statistics for Pareto1 Distribution
Calculate Akaike Information Criterion (AIC) for Poisson Distribution
Estimate Poisson Parameters
Distribution Statistics
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Triangular Distributi...
Estimate Triangular Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Uniform Distribution
Estimate Uniform Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Weibull Distribution
Estimate Weibull Parameters
Distribution Statistics
Calculate Akaike Information Criterion (AIC) for Zero-Truncated Binomi...
Estimate Zero Truncated Binomial Parameters
Distribution Statistics for Zero Truncated Binomial Distribution
Calculate Akaike Information Criterion (AIC) for Zero-Truncated Geomet...
Estimate Zero-Truncated Geometric Parameters
Distribution Statistics for Zero-Truncated Geometric
Calculate Akaike Information Criterion (AIC) for Zero-Truncated Negati...
Estimate Zero Truncated Negative Binomial Parameters
Distribution Statistics for Zero-Truncated Negative Binomial
Distribution Statistics
To make it easy to generate random numbers based upon the underlying stats distribution functions. All data is returned in a tidy and structured format making working with the data simple and straight forward. Given that the data is returned in a tidy 'tibble' it lends itself to working with the rest of the 'tidyverse'.
Useful links