Buchumschlag

Efficient Targeted Maximum Likelihood Estimation of Average Treatment Effects under Structured Outcome Models with Unknown Error Distributions

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
1. Verfasser:	Kim, Mijeong
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Methodology
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Semiparametric Causal Mediation Analysis for Linear Models with Non-Gaussian Errors: Applications to Drug Treatment and Social Program Evaluation
von: Kim, Mijeong
Veröffentlicht: (2026)

Adaptive Targeted Maximum Likelihood Estimation of the Mean Potential Outcome under a Treatment Rule
von: Xu, Yichen, et al.
Veröffentlicht: (2026)

Variance-Aware Estimation and Inference for Michaelis--Menten Models with Heteroscedastic Errors and Clustered Measurements
von: Kim, Mijeong, et al.
Veröffentlicht: (2026)

Efficient Estimation of Average Treatment Effect on the Treated under Endogenous Treatment Assignment
von: Ghosh, Trinetri, et al.
Veröffentlicht: (2023)

Efficient Targeted Maximum Likelihood Estimators for Two-Phase Design Problems
von: Qiu, Sky, et al.
Veröffentlicht: (2026)

Score-Preserving Targeted Maximum Likelihood Estimation
von: Pimentel, Noel, et al.
Veröffentlicht: (2025)

Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts
von: Kern, Christoph, et al.
Veröffentlicht: (2024)

Hazard-Based Targeted Maximum Likelihood Estimation for Survival in Resampling Designs
von: Landsiedel, Kirsten E., et al.
Veröffentlicht: (2025)

Regularized Targeted Maximum Likelihood Estimation in Highly Adaptive Lasso Implied Working Models
von: Li, Yi, et al.
Veröffentlicht: (2025)

Technical Note: Targeted Maximum Likelihood Estimator for an ATE Standardized for New Target Population
von: van der Laan, Mark, et al.
Veröffentlicht: (2025)

On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models
von: Zhang, Yangjing, et al.
Veröffentlicht: (2022)

Performance of Cross-Validated Targeted Maximum Likelihood Estimation
von: Smith, Matthew J., et al.
Veröffentlicht: (2024)

Doubly Robust Targeted Estimation of Conditional Average Treatment Effects for Time-to-event Outcomes with Competing Risks
von: Li, Runjia, et al.
Veröffentlicht: (2024)

Differentially Private Estimation of Weighted Average Treatment Effects for Binary Outcomes
von: Guha, Sharmistha, et al.
Veröffentlicht: (2024)

Targeted Maximum Likelihood Estimation for Integral Projection Models in Population Ecology
von: Zhou, Yunzhe, et al.
Veröffentlicht: (2024)

Maximum Likelihood Estimation under the Emax Model: Existence, Geometry and Efficiency
von: Aletti, Giacomo, et al.
Veröffentlicht: (2023)

Multiply Robust Inference of Average Treatment Effects by High-dimensional Empirical Likelihood
von: Xia, Xintao, et al.
Veröffentlicht: (2025)

Estimating Conditional Average Treatment Effects with Heteroscedasticity by Model Averaging and Matching
von: Shi, Pengfei, et al.
Veröffentlicht: (2023)

Efficient Estimation of Causal Effects Under Two-Phase Sampling with Error-Prone Outcome and Treatment Measurements
von: Barnatchez, Keith, et al.
Veröffentlicht: (2025)

Handling missing data when estimating causal effects with Targeted Maximum Likelihood Estimation
von: Dashti, S. Ghazaleh, et al.
Veröffentlicht: (2021)

Maximum Likelihood Estimates of Parameters in Generalized Gamma Distribution with SeLF Algorithm
von: Cai, Yufei
Veröffentlicht: (2023)

Empirical Bayes Estimation and Inference via Smooth Nonparametric Maximum Likelihood
von: Kim, Taehyun, et al.
Veröffentlicht: (2026)

Investigating Targeting Strategies and Truncation in TMLE for the Average Treatment Effect under Practical Positivity Violations
von: Xu, Yichen, et al.
Veröffentlicht: (2026)

Doubly Robust Estimation of Continuous Outcomes under Multiple Treatment Levels via GPS, CBPS, and Penalized Empirical Likelihood
von: Lee, Byeonghee, et al.
Veröffentlicht: (2025)

Bayesian implementation of Targeted Maximum Likelihood Estimation for uncertainty quantification in causal effect estimation
von: Nannapaneni, Saideep, et al.
Veröffentlicht: (2025)

Maximum Likelihood Estimation for Scaled Inhomogeneous Phase-Type Distributions from Discrete Observations
von: Baltazar-Larios, Fernando, et al.
Veröffentlicht: (2025)

Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood
von: Aragam, Bryon, et al.
Veröffentlicht: (2024)

Sharp Bounds for Treatment Effect Generalization under Outcome Distribution Shift
von: Asiaee, Amir, et al.
Veröffentlicht: (2026)

Estimating Dyadic Treatment Effects with Unknown Confounders
von: Hoshino, Tadao, et al.
Veröffentlicht: (2024)

Variance Estimation for Weighted Average Treatment Effects
von: Li, Huiyue, et al.
Veröffentlicht: (2025)

Conformalized Multiple Testing under Unknown Null Distribution with Symmetric Errors
von: Tian, Yang, et al.
Veröffentlicht: (2025)

Outlier-Resistant Estimators for Average Treatment Effect in Causal Inference
von: Harada, Kazuharu, et al.
Veröffentlicht: (2021)

Matching-Based Nonparametric Estimation of Group Average Treatment Effects
von: Wu, Peng, et al.
Veröffentlicht: (2025)

Estimation and Inference for the Average Treatment Effect in a Score-Explained Heterogeneous Treatment Effect Model
von: Wibisono, Kevin Christian, et al.
Veröffentlicht: (2025)

Identification and Estimation of Heterogeneous Interference Effects under Unknown Network
von: Zhang, Yuhua, et al.
Veröffentlicht: (2025)

Besting Good--Turing: Optimality of Non-Parametric Maximum Likelihood for Distribution Estimation
von: Han, Yanjun, et al.
Veröffentlicht: (2025)

On the Comparative Analysis of Average Treatment Effects Estimation via Data Combination
von: Wu, Peng, et al.
Veröffentlicht: (2023)

Doubly-Robust Functional Average Treatment Effect Estimation
von: Testa, Lorenzo, et al.
Veröffentlicht: (2025)

Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect
von: Neopane, Ojash, et al.
Veröffentlicht: (2025)

Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect
von: Słoczyński, Tymon, et al.
Veröffentlicht: (2022)