| Goal | Function |
|---|---|
| Predictions | predictions() |
avg_predictions() |
|
plot_predictions() |
|
| Comparisons: Difference, Ratio, Odds, Lift, etc. | comparisons() |
avg_comparisons() |
|
plot_comparisons() |
|
| Slopes | slopes() |
avg_slopes() |
|
plot_slopes() |
|
| Marginal Means | marginal_means() |
| Grids | datagrid() |
datagridcf() |
|
| Hypothesis & Equivalence | hypotheses() |
| Bayes, Bootstrap, Simulation | posterior_draws() |
inferences() |
Functions
Angelopoulos, Anastasios N., and Stephen Bates. 2022. “A Gentle
Introduction to Conformal Prediction and Distribution-Free Uncertainty
Quantification,” no. arXiv:2107.07511 (September). https://doi.org/10.48550/arXiv.2107.07511.
Cole, Stephen R, Jessie K Edwards, and Sander Greenland. 2021.
“Surprise!” American Journal of Epidemiology 190
(2): 191–93.
Ding, Tiffany, Anastasios N. Angelopoulos, Stephen Bates, Michael I.
Jordan, and Ryan J. Tibshirani. 2023. “Class-Conditional Conformal
Prediction with Many Classes,” no. arXiv:2306.09335 (June). https://doi.org/10.48550/arXiv.2306.09335.
Rafi, Zad, and Sander Greenland. 2020. “Semantic and Cognitive
Tools to Aid Statistical Science: Replace Confidence and Significance by
Compatibility and Surprise.” BMC Medical Research
Methodology 20: 1–13.
Rothman, Kenneth J. 2021. “Rothman Responds to
‘Surprise!’” American Journal of
Epidemiology 190 (2): 194–95.