performance
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easystats
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
> I’ve used your ‘performance’ package to examine LM and GLM models and it’s just superb. > > I wonder if you reckon your package could be extended to include...
``` r m1 m3 | glm | 30 | -1.00 | 12.94 | 0.001 #> Models were detected as nested and are compared in sequential order. ref1 #> Wald test...
We have some code for re-ordering columns in `compare_performance()`, maybe we can add a method `standardize_column_order.compare_performance()` to _insight_?
Dispersion plot does not seem to account for the theta parameter in the model? ``` r library(performance) set.seed(3) mu pmax(0) quine.nb1
## Problem R2 is affected by the absence of an intercept: ``` r data within({ M = model.matrix(~1 + hp) }) m1 of shorter #> Warning: Some model terms could...
It attempting to look at `lm()` objects with only categorical predictors and evaluating fitted v. residuals (for linearity) or sqrt(abs(std residuals)), I get some very odd plots - particularly relative...
Fixes #697 **TODO or to check** - [ ] #654 - [ ] #500 - [ ] #464 - [ ] #376 - [ ] #274 - [ ] `detrend`...
The current output would benefit from some streamlining. ```r > performance::compare_performance(model, model2, model3) # Comparison of Model Performance Indices Name | Model | ELPD | ELPD_SE | LOOIC (weights) |...
Hello, I encountered an issue when using the performance package to assess multicollinearity in Cox proportional hazards models. When I specify a model with exactly two predictors, the function check_collinearity...
Hi everyone, Last year I was working on some hurdle glmmTMB models with beta_family and produced pseudo-r2s from these models with r2_nakagawa. After a couple of months´ break, including a...
