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#rprogramming

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Steven P. Sanderson II, MPH<p>Today's post is on adding a totals row in <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-28/" rel="nofollow noopener" target="_blank">www.spsanderson.com/steveondata/...</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Blog" target="_blank">#Blog</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Coding" target="_blank">#Coding</a><br><br><a href="https://www.spsanderson.com/steveondata/posts/2025-07-28/" rel="nofollow noopener" target="_blank">How to Add a Total Row to a Da...</a></p>
Steven Sanderson<p>Today's post is on adding a totals row in <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a></p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-28/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-07-28/</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Blog</span></a> <a href="https://rstats.me/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coding</span></a></p>
Data Science<p>Discover the power of property-based testing in R with the <a href="https://genomic.social/tags/quickcheck" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>quickcheck</span></a> package! Seamlessly integrates with <a href="https://genomic.social/tags/testthat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testthat</span></a> and offers a variety of generators for atomic vectors, lists, and tibbles. Perfect for ensuring your code's reliability. Check it out: <a href="https://github.com/armcn/quickcheck" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">github.com/armcn/quickcheck</span><span class="invisible"></span></a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://genomic.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://genomic.social/tags/testing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>testing</span></a></p>
Leanpub<p>Probability of Default Rating Modeling with R by Andrija Djurovic <a href="https://leanpub.com/pdrmwr" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">leanpub.com/pdrmwr</span><span class="invisible"></span></a> <a href="https://mastodon.social/tags/books" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>books</span></a> <a href="https://mastodon.social/tags/ebooks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ebooks</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a></p><p>This book bridges theory and practice in PD rating modeling, offering practical steps, real-world examples, and a focus on design. It enables readers to shape customized solutions for diverse institutions, transforming the landscape of credit risk modeling. </p><p>Find it on Leanpub!</p>
Steven P. Sanderson II, MPH<p>Just added random_geometric_walk() to the <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23dev" target="_blank">#dev</a> version of my <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23package" target="_blank">#package</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalker" target="_blank">#RandomWalker</a> You can install it from <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23GitHub" target="_blank">#GitHub</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Random" target="_blank">#Random</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Geometric" target="_blank">#Geometric</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23tidydata" target="_blank">#tidydata</a></p>
Steven Sanderson<p>Just added random_geometric_walk() to the <a href="https://rstats.me/tags/dev" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dev</span></a> version of my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> </p><p>You can install it from <a href="https://rstats.me/tags/GitHub" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GitHub</span></a> </p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Geometric" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Geometric</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven Sanderson<p>Another <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Stochastic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Stochastic</span></a> <a href="https://rstats.me/tags/Walk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Walk</span></a> added to my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> dev version, this time it is random_multinomial_walk(). As of now you can only generate a single trial but I'll work on it in the future, for now, let's just gt it into dev and move down the list.</p><p><a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a></p>
Steven P. Sanderson II, MPH<p>Another new <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalk" target="_blank">#RandomWalk</a> function for my <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Package" target="_blank">#Package</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalker" target="_blank">#RandomWalker</a> this time for a <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Discrete" target="_blank">#Discrete</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Distribution" target="_blank">#Distribution</a> of the Negative Binomial. This is in Dev. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalk" target="_blank">#RandomWalk</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Random" target="_blank">#Random</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Rcode" target="_blank">#Rcode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23tidydata" target="_blank">#tidydata</a></p>
Steven Sanderson<p>Another new <a href="https://rstats.me/tags/RandomWalk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalk</span></a> function for my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> this time for a <a href="https://rstats.me/tags/Discrete" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Discrete</span></a> <a href="https://rstats.me/tags/Distribution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Distribution</span></a> of the Negative Binomial. This is in Dev.</p><p><a href="https://rstats.me/tags/RandomWalk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalk</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/Rcode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Rcode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven P. Sanderson II, MPH<p>I did another post on use with() and within() from Base R, simply because it bears repeating. I don't think it gets enough eyeballs. Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-14/index.html" rel="nofollow noopener" target="_blank">www.spsanderson.com/steveondata/...</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23BaseR" target="_blank">#BaseR</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Programming" target="_blank">#Programming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Code" target="_blank">#Code</a></p>
Steven Sanderson<p>I did another post on use with() and within() from Base R, simply because it bears repeating. I don't think it gets enough eyeballs.</p><p>Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-14/index.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">spsanderson.com/steveondata/po</span><span class="invisible">sts/2025-07-14/index.html</span></a></p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/BaseR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BaseR</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/Code" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Code</span></a></p>
Steven P. Sanderson II, MPH<p>Just added random_smirnov_walk() to the <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23dev" target="_blank">#dev</a> version of my <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23package" target="_blank">#package</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalker" target="_blank">#RandomWalker</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Random" target="_blank">#Random</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a></p>
Steven Sanderson<p>Just added random_smirnov_walk() to the <a href="https://rstats.me/tags/dev" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dev</span></a> version of my <a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> </p><p><a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a></p>
Steven P. Sanderson II, MPH<p>Now I have added the t-distribution as well. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWaker" target="_blank">#RandomWaker</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23tidydata" target="_blank">#tidydata</a></p>
Steven Sanderson<p>Now I have added the t-distribution as well.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/RandomWaker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWaker</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/tidydata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidydata</span></a></p>
Steven P. Sanderson II, MPH<p>Next up on the list for my RandomWalker package is random_uniform_walk() which uses the runif() as it's base. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalker" target="_blank">#RandomWalker</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalks" target="_blank">#RandomWalks</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23tidy" target="_blank">#tidy</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a></p>
Steven Sanderson<p>Next up on the list for my RandomWalker package is random_uniform_walk() which uses the runif() as it's base.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> <a href="https://rstats.me/tags/RandomWalks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalks</span></a> <a href="https://rstats.me/tags/tidy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidy</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a></p>
Steven P. Sanderson II, MPH<p>Next up and last for today is the rweibull distribution from base R added to RandomWalker development. <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23ggplot2" target="_blank">#ggplot2</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23TidyData" target="_blank">#TidyData</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalker" target="_blank">#RandomWalker</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RandomWalks" target="_blank">#RandomWalks</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Random" target="_blank">#Random</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Programming" target="_blank">#Programming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Coding" target="_blank">#Coding</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RCode" target="_blank">#RCode</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a></p>
Steven Sanderson<p>Next up and last for today is the rweibull distribution from base R added to RandomWalker development.</p><p><a href="https://rstats.me/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>R</span></a> <a href="https://rstats.me/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://rstats.me/tags/TidyData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TidyData</span></a> <a href="https://rstats.me/tags/RandomWalker" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalker</span></a> <a href="https://rstats.me/tags/RandomWalks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RandomWalks</span></a> <a href="https://rstats.me/tags/Random" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Random</span></a> <a href="https://rstats.me/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Programming</span></a> <a href="https://rstats.me/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coding</span></a> <a href="https://rstats.me/tags/RCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RCode</span></a> <a href="https://rstats.me/tags/RProgramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RProgramming</span></a></p>
Steven P. Sanderson II, MPH<p>Today I did another post on the diff() function in base <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> Post: <a href="https://www.spsanderson.com/steveondata/posts/2025-07-07/" rel="nofollow noopener" target="_blank">www.spsanderson.com/steveondata/...</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23R" target="_blank">#R</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RStats" target="_blank">#RStats</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23RProgramming" target="_blank">#RProgramming</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Data" target="_blank">#Data</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Diff" target="_blank">#Diff</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Differencing" target="_blank">#Differencing</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Vector" target="_blank">#Vector</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23TimeSeries" target="_blank">#TimeSeries</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Blog" target="_blank">#Blog</a></p>