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All (8)
Machine learning (1)
Quarto (1)
R (8)
Statistics (5)
Visualisation (3)

Running bootstrap tests using {boot.pval}

R
Statistics
The boot package is one of the workhorses of the R statistics suite. Computing bootstrap confidence intervals is straightforward using its boot.ci function, but computing…
Apr 16, 2025
Måns Thulin

Base R equivalents of tidyverse verbs

R
Did you know that common tidyverse verbs like filter, select, and mutate have base R equivalents? In this post, I’ll show some examples of how many of the data wrangling…
Apr 9, 2025
Måns Thulin

Residual diagnostics made easy using {nullabor}

R
Statistics
Visualisation
When learning linear regression, many people struggle with model diagnostics - especially interpreting residual plots. We often teach that visual diagnostics are better than…
Mar 5, 2025
Måns Thulin

Visualising reading habits using {tidyplots}

R
Visualisation
The tidyplots package is a relatively new addition to the R ecosystem, designed to streamline the creation of publication-ready plots for scientific papers. Built on top of g…
Feb 5, 2025
Måns Thulin

Exporting factor analysis path diagrams to Mermaid

R
Statistics
Quarto
Visualisation
I’ve been playing around with making diagrams using Mermaid lately, and wanted to see if it was possible to easily export path diagrams for factor analysis models to Mermaid…
Jan 27, 2025
Måns Thulin

Easy frequency tables using {ivo.table}

R
Statistics
R has some great packages for creating nice-looking tables. Packages like gt and flextable allow the user to create a wide range of tables, with lots of flexibility in how…
Jan 21, 2025
Måns Thulin

New version of {boot.pval} on CRAN

R
Statistics
A new version of the boot.pval package is now available on CRAN. It can be used to compute bootstrap p-values and confidence intervals for regression coefficients with a…
Jan 16, 2025
Måns Thulin

Fitting TabPFN models in R using reticulate

R
Machine learning
TabPFN is a foundational model for tabular data, which can be used instead of models like XGBoost and random forest for predictive modelling using tabular data. It was…
Jan 10, 2025
Måns Thulin
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