TidyDensity (development version)
New Features
- Fix #468 - Add function
util_negative_binomial_aic()to calculate the AIC for the negative binomial distribution. - Fix #470 - Add function
util_zero_truncated_negative_binomial_param_estimate()to estimate the parameters of the zero-truncated negative binomial distribution. Add functionutil_zero_truncated_negative_binomial_aic()to calculate the AIC for the zero-truncated negative binomial distribution. Add functionutil_zero_truncated_negative_binomial_stats_tbl()to create a summary table of the zero-truncated negative binomial distribution. - Fix #471 - Add function
util_zero_truncated_poisson_param_estimate()to estimate the parameters of the zero-truncated Poisson distribution. Add functionutil_zero_truncated_poisson_aic()to calculate the AIC for the zero-truncated Poisson distribution. Add functionutil_zero_truncated_poisson_stats_tbl()to create a summary table of the zero-truncated Poisson distribution. - Fix #472 - Add function
util_f_param_estimate()andutil_f_aic()to estimate the parameters and calculate the AIC for the F distribution. - Fix #482 - Add function
util_zero_truncated_geometric_param_estimate()to estimate the parameters of the zero-truncated geometric distribution. Add functionutil_zero_truncated_geometric_aic()to calculate the AIC for the zero-truncated geometric distribution. Add functionutil_zero_truncated_geometric_stats_tbl()to create a summary table of the zero-truncated geometric distribution. - Fix #481 - Add function
util_triangular_aic()to calculate the AIC for the triangular distribution. - Fix #480 - Add function
util_t_param_estimate()to estimate the parameters of the T distribution. Add functionutil_t_aic()to calculate the AIC for the T distribution. - Fix #479 - Add function
util_pareto1_param_estimate()to estimate the parameters of the Pareto Type I distribution. Add functionutil_pareto1_aic()to calculate the AIC for the Pareto Type I distribution. Add functionutil_pareto1_stats_tbl()to create a summary table of the Pareto Type I distribution. - Fix #478 - Add function
util_paralogistic_param_estimate()to estimate the parameters of the paralogistic distribution. Add functionutil_paralogistic_aic()to calculate the AIC for the paralogistic distribution. Add fnctionutil_paralogistic_stats_tbl()to create a summary table of the paralogistic distribution. - Fix #477 - Add function
util_inverse_weibull_param_estimate()to estimate the parameters of the Inverse Weibull distribution. Add functionutil_inverse_weibull_aic()to calculate the AIC for the Inverse Weibull distribution. Add functionutil_inverse_weibull_stats_tbl()to create a summary table of the Inverse Weibull distribution. - Fix #476 - Add function
util_inverse_pareto_param_estimate()to estimate the parameters of the Inverse Pareto distribution. Add functionutil_inverse_pareto_aic()to calculate the AIC for the Inverse Pareto distribution. Add Functionutil_inverse_pareto_stats_tbl()to create a summary table of the Inverse Pareto distribution. - Fix #475 - Add function
util_inverse_burr_param_estimate()to estimate the parameters of the Inverse Gamma distribution. Add functionutil_inverse_burr_aic()to calculate the AIC for the Inverse Gamma distribution. Add functionutil_inverse_burr_stats_tbl()to create a summary table of the Inverse Gamma distribution. - Fix #474 - Add function
util_generalized_pareto_param_estimate()to estimate the parameters of the Generalized Pareto distribution. Add functionutil_generalized_pareto_aic()to calculate the AIC for the Generalized Pareto distribution. Add functionutil_generalized_pareto_stats_tbl()to create a summary table of the Generalized Pareto distribution. - Fix #473 - Add function
util_generalized_beta_param_estimate()to estimate the parameters of the Generalized Gamma distribution. Add functionutil_generalized_beta_aic()to calculate the AIC for the Generalized Gamma distribution. Add functionutil_generalized_beta_stats_tbl()to create a summary table of the Generalized Gamma distribution. - Fix #469 - Add function
util_zero_truncated_binomial_stats_tbl()to create a summary table of the Zero Truncated binomial distribution. Add functionutil_zero_truncated_binomial_param_estimate()to estimate the parameters of the Zero Truncated binomial distribution. Add functionutil_zero_truncated_binomial_aic()to calculate the AIC for the Zero Truncated binomial distribution.
Minor Improvements and Fixes
- Fix #468 - Update
util_negative_binomial_param_estimate()to add the use ofoptim()for parameter estimation. - Fix #465 - Add names to columns when
.return_tibble = TRUEforquantile_normalize()
TidyDensity 1.4.0
CRAN release: 2024-04-26
New Features
- Fix #405 - Add function
quantile_normalize()to normalize data using quantiles. - Fix #409 - Add function
check_duplicate_rows()to check for duplicate rows in a data frame. - Fix #414 - Add function
util_chisquare_param_estimate()to estimate the parameters of the chi-square distribution. - Fix #417 - Add function
tidy_mcmc_sampling()to sample from a distribution using MCMC. This outputs the function sampled data and a diagnostic plot. - Fix #421 - Add functions
util_dist_aic()functions to calculate the AIC for a distribution.
Minor Fixes and Improvements
- Fix #401 - Update
tidy_multi_single_dist()to respect the.return_tibbleparameter - Fix #406 - Update
tidy_multi_single_dist()to exclude the.return_tibbleparameter from returning in the distribution parameters. - Fix #413 - Update documentation to include
mcmcwhere applicable. - Fix #240 - Update
tidy_distribution_comparison()to include the new AIC calculations from the dedicatedutil_dist_aic()functions.
TidyDensity 1.3.0
CRAN release: 2024-01-09
Breaking Changes
- Fix #350 - This has caused the function
tidy_multi_single_dist()to be modified in that it now requires the user to pass the parameter of.return_tibblwith either TRUE or FALSE as it was introduced into thetidy_distribution functions which now usedata.tableunder the hood to generate data. - Fix #371 - Modify code to use the native
|>pipe instead of the%>%which has caused a need to update the minimum R version to 4.1.0
New Features
- Fix #360 - Add function
tidy_triangular() - Fix #361 - Add function
util_triangular_param_estimate() - Fix #362 - Add function
util_triangular_stats_tbl() - Fix #364 - Add function
triangle_plot() - Fix #363 - Add triangular to
tidy_autoplot()
Minor Fixes and Improvements
- Fix #372 and #373 - Update
cvar()andcsd()to a vectorized approach from @kokbent which speeds these up by over 100x - Fix #350 - Update all
tidy_distribution functions to generate data usingdata.tablethis in many instances has resulted in a speed up of 30% or more. - Fix #379 - Replace the use of
dplyr::cur_data()as it was deprecated in dplyr in favor of usingdplyr::pick() - Fix #381 - Add
tidy_triangular()to all autoplot functions. - Fix #385 - For
tidy_multi_dist_autoplot()the.plot_type = "quantile"did not work. - Fix #383 - Update all autoplot functions to use linewidth instead of size.
- Fix #375 - Update
cskewness()to take advantage of vectorization with a speedup of 124x faster. - Fix #393 - Update
ckurtosis()with vectorization to improve speed by 121x per benchmark testing.
TidyDensity 1.2.6
CRAN release: 2023-10-30
New Features
- Fix #351 - Add function
convert_to_ts()which will convert atidy_distribution into a time series in eithertsformat ortibbleyou can also have it set to wide or long by using.pivot_longerset to TRUE and.ret_tsset to FALSE - Fix #348 - Add function
util_burr_stats_tbl()
Minor Fixes and Improvements
- Fix #344 - Fix
util_burr_param_estimate()
TidyDensity 1.2.5
CRAN release: 2023-05-19
New Features
- Fix #333 - Add function
util_burr_param_estimate()
Minor Fixes and Improvements
- Fix #335 - Update function
tidy_distribution_comparison()to add a parameter of.round_to_placewhich allows a user to round the parameter estimates passed to their corresponding distribution parameters. - Fix #336 - Update logo name to logo.png
TidyDensity 1.2.4
CRAN release: 2022-11-16
New Features
- Fix #302 - Add function
tidy_bernoulli() - Fix #304 - Add function
util_bernoulli_param_estimate() - Fix #305 - Add function
util_bernoulli_stats_tbl()
Minor Fixes and Improvements
- Fix #291 - Update
tidy_stat_tbl()to fixtibbleoutput so it no longer ignores passed arguments and fixdata.tableto directly pass … arguments. - Fix #295 - Drop warning message of not passing arguments when .use_data_table = TRUE
- Fix #303 - Add
tidy_bernoulli()to autoplot. - Fix #299 - Update
tidy_stat_tbl() - Fix #309 - Add function for internal use to drop dependency of stringr. Function is
dist_type_extractor()which is used for several functions in the library. - Fix #310 - Update combine-multi-dist to use
dist_type_extractor() - Fix #311 - Update all
util_dist_stats_tbl()functions to usedist_type_extractor() - Fix #316 - Update all
autoplotfunctions fortidy_bernoulli() - Fix #312 - Update random walk function to use
dist_type_extractor() - Fix #314 - Update
tidy_stat_tbl()to usedist_type_extractor() - Fix #301 - Fix
pandqcalculations.
TidyDensity 1.2.3
CRAN release: 2022-10-04
New Features
- Fix #237 - Add function
bootstrap_density_augment() - Fix #238 - Add functions
bootstrap_p_vec()andbootstrap_p_augment() - Fix #239 - Add functions
bootstrap_q_vec()andbootstrap_q_augment() - Fix #256 #257 #258 #260 #265 #266 #267 #268 - Add functions
cmean()chmean()cgmean()cmedian()csd()ckurtosis()cskewness()cvar() - Fix #250 - Add function
bootstrap_stat_plot() - Fix #276 - Add function
tidy_stat_tbl()Fix #281 adds the parameter of.user_data_tablewhich is set toFALSEby default. If set toTRUEwill use[data.table::melt()]for the underlying work speeding up the output from a benchmark test of regulartibbleat 72 seconds todata.table.at 15 seconds.
Minor Fixes and Improvements
- Fix #242 - Fix
propcheck intidy_bootstrap() - Fix #247 - Add attributes to
bootstrap_density_augment()output.
TidyDensity 1.2.2
CRAN release: 2022-08-10
New Features
- Fix #229 - Add
tidy_normal()to list of tested distributions. AddAICfrom a linear model for metric, and addstats::ks.test()as a metric.
TidyDensity 1.2.1
CRAN release: 2022-07-19
Minor Fixes and Improvments
- Fix #210 - Fix param_grid order on internal which affected attributes and thus the display of the order of the parameters.
- Fix #211 - Add High and Low CI to
tidy_distribution_summary_tbl() - Fix #213 - Use
purrr::compact()on the list of distributions passed in order to prevent the issue occurring in #212 - Fix #212 - Make
tidy_distribution_comparison()more robust in terms of handling bad or erroneous data. - Fix #216 - Add an attribute of “tibble_type” to
tidy_multi_single_dist()which helps it to work with other functions liketidy_random_walk()
TidyDensity 1.2.0
CRAN release: 2022-06-08
New Features
- Fix #181 - Add functions
color_blind()td_scale_fill_colorblind()andtd_scale_color_colorblind() - Fix #187 - Add functions
ci_lo()andci_hi() - Fix #189 - Add function
tidy_bootstrap() - Fix #190 - Add function
bootstrap_unnest_tbl() - Fix #202 - Add function
tidy_distribution_comparison()
Minor Fixes and Improvements
- Fix #176 - Update
_autoplotfunctions to include cumulative mean MCMC chart by taking advantage of the.num_simsparameter oftidy_distribution functions. - Fix #184 - Update
tidy_empirical()to add a parameter of.distribution_type - Fix #183 -
tidy_empirical()is now again plotted by_autoplotfunctions. - Fix #188 - Add the
.num_simsparameter totidy_empirical() - Fix #196 - Add
ci_lo()andci_hi()to all stats tbl functions. - Fix #201 - Correct attribute of
distribution_family_typetodiscretefortidy_geometric()
TidyDensity 1.1.0
CRAN release: 2022-05-06
New Features
- Fix #119 - Add function
tidy_four_autoplot()- This will auto plot the density, qq, quantile and probability plots to a single graph. - Fix #125 - Add function
util_weibull_param_estimate() - Fix #126 - Add function
util_uniform_param_estimate() - Fix #127 - Add function
util_cauchy_param_estimate() - Fix #130 - Add function
tidy_t()- Also add to plotting functions. - Fix #151 - Add function
tidy_mixture_density() - Fix #150 - Add function
util_geometric_stats_tbl() - Fix #149 - Add function
util_hypergeometric_stats_tbl() - Fix #148 - Add function
util_logistic_stats_tbl() - Fix #147 - Add function
util_lognormal_stats_tbl() - Fix #146 - Add function
util_negative_binomial_stats_tbl() - Fix #145 - Add function
util_normal_stats_tbl() - Fix #144 - Add function
util_pareto_stats_tbl() - Fix #143 - Add function
util_poisson_stats_tbl() - Fix #142 - Add function
util_uniform_stats_tbl() - Fix #141 - Add function
util_cauchy_stats_tbl() - Fix #140 - Add function
util_t_stats_tbl() - Fix #139 - Add function
util_f_stats_tbl() - Fix #138 - Add function
util_chisquare_stats_tbl() - Fix #137 - Add function
util_weibull_stats_tbl() - Fix #136 - Add function
util_gamma_stats_tbl() - Fix #135 - Add function
util_exponential_stats_tbl() - Fix #134 - Add function
util_binomial_stats_tbl() - Fix #133 - Add function
util_beta_stats_tbl()
Minor Fixes and Improvements
- Fix #110 - Bug fix, correct the
pcalculation intidy_poisson()that will now produce the correct probability chart from the auto plot functions. - Fix #112 - Bug fix, correct the
pcalculation intidy_hypergeometric()that will no produce the correct probability chart from the auto plot functions. - Fix #115 - Fix spelling in Quantile chart.
- Fix #117 - Fix probability plot x axis label.
- Fix #118 - Fix fill color on combined auto plot
- Fix #122 - The
tidy_distribution_summary_tbl()function did not take the output oftidy_multi_single_dist() - Fix #166 - Change in all plotting functions
ggplot2::xlim(0, max_dy)toggplot2::ylim(0, max_dy) - Fix #169 - Fix the computation of the
qcolumn - Fix #170 - Fix the graphing of the quantile chart due to #169
TidyDensity 1.0.1
CRAN release: 2022-03-27
Breaking Changes
- Fix #91 - Bug fix, change
tidy_gamma()parameter of.rateto.scale Fixtidy_autoplot_functions to incorporate this change. Fixutil_gamma_param_estimate()to sayscaleinstead ofrate` in the returned estimated parameters.
Minor Fixes and Improvements
- Fix #90 - Make sure when
.geom_smoothis set to TRUE thatggplot2::xlim(0, max_dy)is set. - Fix #100 -
tidy_multi_single_dist()failed on distribution with single parameter liketidy_poisson() - Fix #96 - Enhance all
tidy_distribution functions to add an attribute of either discrete or continuous that helps in the autoplot process. - Fix #97 - Enhance
tidy_autoplot()to use histogram or lines for density plot depending on if the distribution is discrete or continuous. - Fix #99 - Enhance
tidy_multi_dist_autoplot()to use histogram or lines for density plot depending on if the distribution is discrete or continuous.
TidyDensity 1.0.0
CRAN release: 2022-03-08
New Features
- Fix #27 - Add function
tidy_binomial() - Fix #32 - Add function
tidy_geometric() - Fix #33 - Add function
tidy_negative_binomial() - Fix #34 - Add function
tidy_zero_truncated_poisson() - Fix #35 - Add function
tidy_zero_truncated_geometric() - Fix #36 - Add function
tidy_zero_truncated_binomial() - Fix #37 - Add function
tidy_zero_truncated_negative_binomial() - Fix #41 - Add function
tidy_pareto1() - Fix #42 - Add function
tidy_pareto() - Fix #43 - Add function
tidy_inverse_pareto() - Fix #58 - Add function
tidy_random_walk() - Fix #60 - Add function
tidy_random_walk_autoplot() - Fix #47 - Add function
tidy_generalized_pareto() - Fix #44 - Add function
tidy_paralogistic() - Fix #38 - Add function
tidy_inverse_exponential() - Fix #45 - Add function
tidy_inverse_gamma() - Fix #46 - Add function
tidy_inverse_weibull() - Fix #48 - Add function
tidy_burr() - Fix #49 - Add function
tidy_inverse_burr() - Fix #50 - Add function
tidy_inverse_normal() - Fix #51 - Add function
tidy_generalized_beta() - Fix #26 - Add function
tidy_multi_single_dist() - Fix #62 - Add function
tidy_multi_dist_autoplot() - Fix #66 - Add function
tidy_combine_distributions() - Fix #69 - Add functions
tidy_kurtosis_vec(),tidy_skewness_vec(), andtidy_range_statistic() - Fix #75 - Add function
util_beta_param_estimate() - Fix #76 - Add function
util_binomial_param_estimate() - Fix #77 - Add function
util_exponential_param_estimate() - Fix #78 - Add function
util_gamma_param_estimate() - Fix #79 - Add function
util_geometric_param_estimate() - Fix #80 - Add function
util_hypergeometric_param_estimate() - Fix #81 - Add function
util_lognormal_param_estimate() - Fix #89 - Add function
tidy_scale_zero_one_vec() - Fix #87 - Add function
tidy_combined_autoplot() - Fix #82 - Add function
util_logistic_param_estimate() - Fix #83 - Add function
util_negative_binomial_param_estimate() - Fix #84 - Add function
util_normal_param_estimate() - Fix #85 - Add function
util_pareto_param_estimate() - Fix #86 - Add function
util_poisson_param_estimate()
Fixes and Minor Improvements
- Fix #30 - Move
crayon,rstudioapi, andclifrom Suggests to Imports due topillarno longer importing. - Fix #52 - Add parameter
.geom_rugtotidy_autoplot()function - Fix #54 - Add parameter
.geom_pointtotidy_autoplot()function - Fix #53 - Add parameter
.geom_smoothtotidy_autoplot()function - Fix #55 - Add parameter
.geom_jittertotidy_autoplot()function - Fix #57 - Fix
tidy_autoplot()for when the distribution istidy_empirical()the legend argument would fail. - Fix #56 - Add attributes of .n and .num_sims (1L for now) to
tidy_empirical() - Fix #61 - Update
_pkgdown.ymlfile to update site. - Fix #67 - Add
param_grid,param_grid_txt, anddist_with_paramsto the attributes of alltidy_distribution functions. - Fix #70 - Add
...as a grouping parameter totidy_distribution_summary_tbl() - Fix #88 - Make the column
dist_typea factor fortidy_combine_distributions()
TidyDensity 0.0.1
CRAN release: 2022-01-21
New Features
- Fix #1 - Add function
tidy_normal() - Fix #4 - Add function
tidy_gamma() - Fix #5 - Add function
tidy_beta() - Fix #6 - Add function
tidy_poisson() - Fix #2 - Add function
tidy_autoplot() - Fix #11 - Add function
tidy_distribution_summary_tbl() - Fix #10 - Add function
tidy_empirical() - Fix #13 - Add function
tidy_uniform() - Fix #14 - Add function
tidy_exponential() - Fix #15 - Add function
tidy_logistic() - Fix #16 - Add function
tidy_lognormal() - Fix #17 - Add function
tidy_weibull() - Fix #18 - Add function
tidy_chisquare() - Fix #19 - Add function
tidy_cauchy() - Fix #20 - Add function
tidy_hypergeometric() - Fix #21 - Add function
tidy_f()
