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Tag: topic/conformal-prediction
11 items with this tag.
Sep 23, 2026
Q: S-, T-, X- and R-learners, causal forests / GRF, BART and Bayesian causal forests, moderation analysis, hierarchical models and conformal ITE intervals all address heterogeneous treatment effects. Which question does each actually answer, and what does its uncertainty interval mean?
type/qa
topic/treatment-effects
topic/causal-inference
topic/machine-learning
topic/uncertainty-quantification
topic/conformal-prediction
Sep 23, 2026
Conformal Prediction - Index
type/index
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
Sep 18, 2026
Q: Exchangeability underlies permutation/randomization tests, conformal prediction and hierarchical priors. Which vault methods break when it fails (time series, covariate shift, interference, clustering), and what replaces it in each case?
type/qa
topic/causal-inference
topic/conformal-prediction
topic/econometrics
topic/bayesian-statistics
topic/online-experimentation
Sep 18, 2026
Q: The vault uses 'calibration' in at least four senses — simulation-based calibration of a Bayesian computation, coverage calibration in conformal prediction, probabilistic calibration of forecasts under proper scoring rules, and parameter calibration of agent-based models (plus uncertainty calibration of probabilistic numerical solvers and LLM-population calibration). What does each one guarantee, and what does it not?
type/qa
topic/calibration
topic/bayesian-workflow
topic/conformal-prediction
topic/uncertainty-quantification
topic/agent-based-modeling
Sep 18, 2026
Conformal Inference for Counterfactuals and ITEs
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/causal-inference
topic/uncertainty-quantification
type/application
doc/paper
Sep 18, 2026
Conformal Prediction - Overview
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
type/overview
doc/paper
Sep 18, 2026
Conformal Prediction Under Covariate Shift
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
topic/distribution-shift
type/method
doc/paper
Sep 18, 2026
Conformalized Quantile Regression
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
topic/regression
type/method
doc/paper
Sep 18, 2026
Marginal vs Conditional Coverage
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
type/concept
doc/paper
Sep 18, 2026
Split Conformal Prediction and the Coverage Guarantee
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
type/method
doc/paper
Sep 18, 2026
Conformity Scores and Adaptive Prediction Sets
source/ingested
topic/machine-learning
topic/conformal-prediction
topic/uncertainty-quantification
type/concept
doc/paper