PinnedPublished inAI AdvancesSafeAIStats — a vision for a future of democratized data analysisImagine you’re a student, or an employee, or just a person, in need of correctly analyzing some set of data in your possession. Perhaps…Dec 21, 2024Dec 21, 2024
Published inAI AdvancesTen suggestions on how to use (and not to use) ChatGPT-4o for data analysisDuring the last three months, instead of teaching student in classes at Eastern Washington University as I usually do, I was on…Dec 18, 2024Dec 18, 2024
Published inAI AdvancesChatGPT-4o gets a C in my graduate level biostatistics class — after taking the FinalDuring the last three months, I have been benchmarking ChatGPT-4o to test it’s performance to correctly run and interpret statistical…Dec 13, 20241Dec 13, 20241
Published inAI AdvancesDon’t use ChatGPT-4o for distance-based multivariate analyses (NMDS, PERMANOVA or ANOSIM)During the last three months, I have been benchmarking ChatGPT-4o to see how accurately it can replicate R output and expert interpretation…Dec 5, 2024Dec 5, 2024
Published inAI AdvancesChatGPT-4o can run MANOVA and Linear Discriminant Analysis for you — with few discrepancies from RGoing through the assignments in my graduate level biostatistics class, we’re getting to about week 9 of the 10 week quarter. At this…Nov 26, 2024Nov 26, 2024
Published inAI AdvancesChatGPT-4o can run Principal Component Analysis — but I can’t recommend it for other similar…For the last several weeks, during benchmarking the ability of ChatGPT-4o to correctly and reliably run a series of univariate statistical…Nov 23, 20247Nov 23, 20247
Published inAI AdvancesChatGPT-4o is like a graduate student who does not quite follow directions — but can mostly…For the last several weeks, I have been testing the ability of ChatGPT-4o to conduct and interpret biostatistics through assignment in my…Nov 16, 2024Nov 16, 2024
Published inAI AdvancesChatGPT-4o can technically run Linear Mixed Models — but I don’t recommend it for that purposeAs I go through the assignments in my graduate level biostatistics course, we go from simple to more complicated models and methods…Nov 11, 20242Nov 11, 20242
Published inAI AdvancesChatGPT-4o cannot run proper Generalized Additive Models currently— but it can corinterpret…Apparently, this is my first post focusing on the lack of ability of ChatGPT-4o to run a specific statististical method that I’m able to…Oct 31, 20242Oct 31, 20242
Published inAI AdvancesChatGPT-4o can correctly provide and interpret summary statistics of Generalized Linear Models —…In the last couple of weeks, we looked at how reliably ChatGPT-4o can run and interpret linear regression and multiple regression models…Oct 24, 2024Oct 24, 2024