{"Package":"TidyDensity","Title":"Functions for Tidy Analysis and Generation of Random Data","Version":"1.5.0","Authors@R":"c(\nperson(\"Steven\",\"Sanderson\", email = \"spsanderson@gmail.com\", role = c(\"aut\",\"cre\",\"cph\"),\ncomment = c(ORCID = \"0009-0006-7661-8247\")\n)\n)","Description":"To make it easy to generate random numbers based upon the underlying stats\ndistribution functions. All data is returned in a tidy and structured\nformat making working with the data simple and straight forward. Given that the\ndata is returned in a tidy 'tibble' it lends itself to working with the rest of the\n'tidyverse'.","License":"MIT + file LICENSE","Encoding":"UTF-8","RoxygenNote":"7.3.1","URL":"https://github.com/spsanderson/TidyDensity","BugReports":"https://github.com/spsanderson/TidyDensity/issues","Depends":"R (>= 4.1.0)","Imports":"magrittr, rlang (>= 0.4.11), dplyr, ggplot2, plotly, tidyr,\npurrr, actuar, methods, stats, patchwork, survival, nloptr,\nbroom, tidyselect, data.table, stringr","Suggests":"rmarkdown, knitr, EnvStats","VignetteBuilder":"knitr","NeedsCompilation":"no","Packaged":"2024-05-28 12:44:47 UTC; steve","Author":"Steven Sanderson [aut, cre, cph]\n()","Maintainer":"Steven Sanderson ","Repository":"CRAN","Date/Publication":"2024-05-28 13:50:03 UTC","repoType":"cran","tarballUrl":"ftp://cran.r-project.org/pub/R/src/contrib/TidyDensity_1.5.0.tar.gz","jsonAuthors":[{"name":"Steven Sanderson","email":"spsanderson@gmail.com","maintainer":true}],"readme":"\n\n\n# TidyDensity

\n\n\n\n[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/TidyDensity)](https://cran.r-project.org/package=TidyDensity)\n![](https://cranlogs.r-pkg.org/badges/TidyDensity)\n![](https://cranlogs.r-pkg.org/badges/grand-total/TidyDensity)\n[![Lifecycle:\nstable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html##stable)\n[![PRs\nWelcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](https://makeapullrequest.com)\n\n\nThe goal of `{TidyDensity}` is to make working with random numbers from\ndifferent distributions easy. All `tidy_` distribution functions provide\nthe following components:\n\n- \\[`r_`\\]\n- \\[`d_`\\]\n- \\[`q_`\\]\n- \\[`p_`\\]\n\n## Installation\n\nYou can install the released version of `{TidyDensity}` from\n[CRAN](https://CRAN.R-project.org) with:\n\n``` r\ninstall.packages(\"TidyDensity\")\n```\n\nAnd the development version from [GitHub](https://github.com/) with:\n\n``` r\n# install.packages(\"devtools\")\ndevtools::install_github(\"spsanderson/TidyDensity\")\n```\n\n## Example\n\nThis is a basic example which shows you how to solve a common problem:\n\n``` r\nlibrary(TidyDensity)\nlibrary(dplyr)\nlibrary(ggplot2)\n\ntidy_normal()\n#> # A tibble: 50 × 7\n#> sim_number x y dx dy p q\n#> \n#> 1 1 1 0.991 -3.18 0.000487 0.839 0.991 \n#> 2 1 2 -0.163 -3.05 0.00163 0.435 -0.163 \n#> 3 1 3 2.19 -2.92 0.00454 0.986 2.19 \n#> 4 1 4 -0.226 -2.78 0.0106 0.411 -0.226 \n#> 5 1 5 -1.07 -2.65 0.0208 0.141 -1.07 \n#> 6 1 6 -0.708 -2.52 0.0345 0.239 -0.708 \n#> 7 1 7 0.343 -2.39 0.0488 0.634 0.343 \n#> 8 1 8 0.264 -2.26 0.0600 0.604 0.264 \n#> 9 1 9 -0.0531 -2.13 0.0667 0.479 -0.0531\n#> 10 1 10 0.444 -2.00 0.0705 0.671 0.444 \n#> # ℹ 40 more rows\n```\n\nAn example plot of the `tidy_normal` data.\n\n``` r\ntn <- tidy_normal(.n = 100, .num_sims = 6)\n\ntidy_autoplot(tn, .plot_type = \"density\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"quantile\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"probability\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"qq\")\n```\n\n

\n\nWe can also take a look at the plots when the number of simulations is\ngreater than nine. This will automatically turn off the legend as it\nwill become too noisy.\n\n``` r\ntn <- tidy_normal(.n = 100, .num_sims = 20)\n\ntidy_autoplot(tn, .plot_type = \"density\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"quantile\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"probability\")\n```\n\n

\n\n``` r\ntidy_autoplot(tn, .plot_type = \"qq\")\n```\n\n

","jobInfo":{"package":"TidyDensity","version":"1.5.0","parsingStatus":"success","parserVersion":2,"parsedAt":"2024-05-28T15:30:05+0000"}}

Description

Usage

Arguments