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Custom Estimating Equations

Causal Inference

Regression Models

Translating from Python delicatessen

Optimization advice

Applied Examples: Essentials

Ross et al. (2024): Introduction to M-estimation

Boos & Stefanski (2013): M-Estimation (Estimating Equations)

Zivich et al. (2022): Life-Science Examples

Cole et al. (2023): Fusion Designs

High School and Beyond (1982): Clustered Data

GMM for Over-Identified Parameters

Applied Examples: Regression

Mroz (1987): Regression and Instrumental Variables

Agresti & Finlay (2009): Robust Regression

Silverman (1985): Generalized Additive Model

SDSS Quasar: Measurement Error Models

Applied Examples: Missing Data

Cole et al. (2022): Addressing Missing Outcome Data

Cole (2023): Missing Data Methods

Applied Examples: Survival

Collett (2015): Survival Analysis

Zivich: Pooled Logistic Regression

Applied Examples: Pharmacokinetics

Bonate (2011): Dose-Response Models

Applied Examples: Causal Inference

Hernan & Robins (2023): Causal Inference Examples

Morris et al. (2022): Randomized Trials

Coffman (2021): Mediation Analysis

Applied Examples: Other

Zivich et al. (2025): Confidence Bands

Ash (2022): Cheminformatics Application