#statstab #548 Checking model assumption {easystats}

Thoughts: The {performance} package is great at a one-function plot for assunptions. Good explanations also (bug theory limited).

#rstats #assumptions #linearity #linearmodel #r #modelselection

easystats.github.io/performance/...

#statstab #619 Generalized Linear Models: Linear regression with counts, ratios, binary outcomes and more

Thoughts: Good teaching/learning resource
#glm #education #guide #resources #rstats #r #linearmodel #regression #nonlinear #poisson #count #binomial

fransrodenburg.github.io/Applied-Stat...

#statstab #465 Linear Regression vs. Logistic Regression

Thoughts: Not a very good article but the illustration is nice. Shows why drawing a straight line of best fit is an issue.

#logisticregression #linearmodel #regression #MachineLearning
#dataviz

pub.towardsai.net/machine-lear...

#statstab #428 Knowing ANOVA

Thoughts: "Is ANOVA just a special case of regression? Maybe". We sometimes forget the benefits of specific cases of a linear model.

#ANOVA #FISHER #linearmodel #history #error #iid

www.linkedin.com/pulse/knowin...

#statstab #465 Linear Regression vs. Logistic Regression

Thoughts: Not a very good article but the illustration is nice. Shows why drawing a straight line of best fit is an issue.

#logisticregression #linearmodel #regression #MachineLearning
#dataviz

pub.towardsai.net/machine-lear...

#statstab #450 Fitting GAMs with brms

Thoughts: Assuming linearity of your continuous predictors is not needed when you can add wiggles!

#gam #glmm #linearmodel #modelling #brms #rstats #bayes #tutorial #splines #r

fromthebottomoftheheap.net/2018/04/21/f...

🧪Hola gente, necesito hacer una prueba F para homogeneidad de varianzas entre dos regresiones lineales #linearmodel en R. Mejor dicho, la prueba F que sale en este video. #statistics #regression
youtu.be/MCIy3K0mj9M?...

I've got the goldfinches helping me plot a simple linear model. #birdsofmastodon #sunflowerseeds #americangoldfinch #linearmodel #dataviz

power of Visual Language Model (VLM) and the natural language processing capabilities of ChatGPT-4o (LLM) for scene interpretation. 2) A non-linearmodel predictive control (NMPC) with built-in obstacle avoidance for rapid [3/6 of https://arxiv.org/abs/2503.02465v1]