Site Tags

Tags provide a way to categorize and cross-reference pages across this documentation site. Select any tag below to discover related pages, or use tags to navigate between topics that share a common theme.

Backdoor Criterion

Causal Identification Examples

The House: Which Nodes Must You Adjust For? Examples

Causal Inference

Dynamic Pricing Across Regions Examples

SaaS Conversion Funnel Examples

Vaccine Efficacy and Surrogate Endpoints Examples

Treatment Effects with Non-Linear Models Examples

Counterfactuals: From Population to Individual Examples

Mediation Analysis Examples

Moderation (Effect Modification) Examples

The do() Operator Examples

Causal Identification Examples

Falsifying a Whole DAG Examples

Testing Your DAG Against Data Examples

Placebo Refutation Examples

Sensitivity to Unmeasured Confounding Examples

The House: Which Nodes Must You Adjust For? Examples

Interventional Contrasts Examples

Conditional Predictions Examples

Local Slopes on the Response Scale Examples

Difference-in-Differences Examples

Collider Bias

Causal Identification Examples

The House: Which Nodes Must You Adjust For? Examples

Counterfactuals

Counterfactuals: From Population to Individual Examples

Difference-in-Differences

Difference-in-Differences Examples

do-Operator

Counterfactuals: From Population to Individual Examples

The do() Operator Examples

Front-Door Criterion

Causal Identification Examples

G-Computation

Treatment Effects with Non-Linear Models Examples

Interventional Contrasts Examples

Conditional Predictions Examples

Local Slopes on the Response Scale Examples

Gaussian Process

Nonparametric Smooths with HSGP Examples

Hierarchical Effects

Dynamic Pricing Across Regions Examples

Media Mix Models Examples

HSGP

Nonparametric Smooths with HSGP Examples

Identification

Causal Identification Examples

Falsifying a Whole DAG Examples

Testing Your DAG Against Data Examples

The House: Which Nodes Must You Adjust For? Examples

Interpret

Interventional Contrasts Examples

Conditional Predictions Examples

Local Slopes on the Response Scale Examples

Latent Variables

MMM with Latent Brand Awareness Examples

Media Mix Modeling

Media Mix Models Examples

MMM with Latent Brand Awareness Examples

Mediation

Media Mix Models Examples

SaaS Conversion Funnel Examples

Vaccine Efficacy and Surrogate Endpoints Examples

Mediation Analysis Examples

Moderation

Moderation (Effect Modification) Examples

Nonparametric

Nonparametric Smooths with HSGP Examples

Panel Data

Dynamic Pricing Across Regions Examples

Media Mix Models Examples

MMM with Latent Brand Awareness Examples

Difference-in-Differences Examples

Panel Data Models Examples

Priors

Custom Priors Examples

Refutation

Placebo Refutation Examples

Sensitivity Analysis

Sensitivity to Unmeasured Confounding Examples

Simulation

Model-Based Data Simulation Examples

Transforms

Media Mix Models Examples

Custom Transforms Examples

Treatment Effects

Dynamic Pricing Across Regions Examples

Treatment Effects with Non-Linear Models Examples

Moderation (Effect Modification) Examples

Interventional Contrasts Examples

Conditional Predictions Examples

Local Slopes on the Response Scale Examples