In this post you will learn how to explain a {tidymodels} blackbox with classic XAI and SHAP.

The spatial kinetic Ising model is a simple model of spatial patterns that can be used to simulate the evolution of spatial patterns over time. Its two main parameters are B and J, which control the external pressure and the local autocorrelation...

Introduction Ever felt those data points were a bit too jittery? Smoothing out trends and revealing underlying patterns is a breeze with rolling averages in R. Ready to roll? Let’s dive in! Rolling with the ‘zoo’ Meet the ‘zoo’ package, your t...

I’ve said in several places that all my blog posts are fully executable code. I’ve provided a concise summary of how to access the code on my landing page, but I thought these instructions weren’t detailed enough for a novice user. This post will ...

Hello, Data Enthusiasts! Are you ready to take your data visualization skills to the next level in the fascinating world of survival analysis? We’re thrilled to invite you to our... The post Harness the Power of R for Survival Analysis: Join Our {ggsurvfit} Webinar! appeared first on R Consortium.

Novo Nordisk stands as a trailblazer in R-based submissions to the FDA, having recently completed the inaugural submission in this statistical programming language to regulatory authorities. This milestone was achieved at the close of 2021, encompassing the inclusion of SDTM (Study Data Tabulation Model) and ADaM (Analysis Data Model) datasets, programs, ...

The Art of Data ExplorationIn the world of data analysis, every dataset is a trove of untold secrets waiting to be unearthed. These data-driven revelations can hold the key to informed decision-making, scientific discoveries, and a deeper understanding...

Introduction As we close the door on another year, it’s always a good time to look back and reflect on the past 12 months. And what better way to do that than with a LinkedIn Year in Review? Whether you’re a job seeker, a business owner, or just...

In the US we think of Minneapolis and St. Paul as the Twin Cities, but Ben Olin, author of Math with Bad Drawings, https://mathwithbaddrawings.com/, posed this data science question: Which U.S. cities are the true twin cities? He imposed three c...

#143–144PuzzlesAuthor: ExcelBIFrom this week all files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Suprisingly this week we have no time-related puzzles, they are rather transformations of tables.Puzzle #143In this puzzle we have some kind of log. Employees are ...

The R Consortium recently reached out to Abbie Brookes, Senior Analyst and AI Consultant at Datacove, co-founder and organizer of the Manchester R User Group. During the conversation, Abbie discussed... The post How Inclusivity, Women in STEM, and Trips to the Pub Together Enrich the Manchester R User Group in ...

Puzzles no. 354–358PuzzlesAuthor: ExcelBIFrom this week all files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #354This puzzle comes up on Christmas (Dec, 25th), so it was not really suprisin...