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Dillon et al SHAP and Causal Insights
Folder: Research/Model-Validation-and-Interpretability/Explanations,-Causality-and-Proxies/Dillon-et-al---SHAP-and-Causal-Insights
10 items under this folder.
Oct 13, 2026
Dillon et al - Non-Confounding Redundancy and the Control-or-Drop Rule
source/ingested
topic/model-validation
topic/causal-inference
topic/interpretability
type/definition
type/concept
type/example
method/shap
doc/tutorial
Oct 13, 2026
Dillon et al - Observed Confounding and Double ML for Ad Spend
source/ingested
topic/model-validation
topic/causal-inference
topic/double-machine-learning
type/concept
type/definition
type/example
method/econml
method/xgboost
doc/tutorial
Oct 13, 2026
Dillon et al - Prediction Tasks vs Causal Tasks
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/concept
type/definition
method/shap
doc/tutorial
Oct 13, 2026
Dillon et al - SHAP Plots vs True Causal Effects
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/concept
type/example
method/shap
doc/tutorial
Oct 13, 2026
Dillon et al - SHAP and Causal Insights - Overview
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
topic/double-machine-learning
type/overview
method/shap
method/econml
method/xgboost
doc/tutorial
Oct 13, 2026
Dillon et al - Subscriber Retention Data-Generating Process
source/ingested
topic/model-validation
topic/causal-inference
topic/simulation
type/concept
type/example
method/xgboost
method/graphviz
doc/tutorial
Oct 13, 2026
Dillon et al - Summary, Limitations and Marketing Implications
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
topic/marketing-measurement
type/concept
type/example
method/shap
doc/tutorial
Oct 13, 2026
Dillon et al - Unobserved Confounding and Quasi-Experimental Remedies
source/ingested
topic/model-validation
topic/causal-inference
topic/ad-experiments
type/concept
type/definition
type/example
method/econml
doc/tutorial
Oct 13, 2026
Dillon et al - When SHAP Recovers Causal Effects
source/ingested
topic/model-validation
topic/interpretability
topic/causal-inference
type/theorem
type/concept
method/shap
doc/tutorial
Oct 13, 2026
Index: Dillon et al - SHAP and Causal Insights
type/index
source/ingested
topic/model-validation