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freerangestats.info | ||
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statsandr.com
Learn how to run multiple and simple linear regression in R, how to interpret the results and how to verify the conditions of application |
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aosmith.rbind.io
Where I discuss simulations, why I love them, and get started on a simulation series with a simple two-group linear model simulation. |
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www.seascapemodels.org
[AI summary] A tutorial explaining the basics of General Linear Models using statistical concepts like linear equations, R programming simulations, and assumption checking for biological sciences. |
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www.rdatagen.net
I've been curious to see how helpful ChatGPT can be for implementing relatively complicated models in R. About two years ago, I described a model for estimating a treatment effect in a cluster-randomized stepped wedge trial. We used a generalized additive model (GAM) with site-specific splines to account for general time trends, implemented using the mgcv package. I've been interested in exploring a Bayesian version of this model, but hadn't found the time to try - until I happened to pose this simple question to ChatGPT: |
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