Imagen de Portada

Inverse Probability Weighting of Count Exposures in the Presence of Missing Data: A Simulation Study

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Danka, Martin N., Bone, Jessica K., Ploubidis, George B., Silverwood, Richard J.
Formato:	Preprint
Publicado:	2026
Materias:	Methodology Applications
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Inverse Probability Weighting-based Mediation Analysis for Microbiome Data
por: Zhang, Yuexia, et al.
Publicado: (2021)

Inverse Probability Weighting for Recurrent Event Models
por: Sun, Jiren, et al.
Publicado: (2025)

On Flexible Inverse Probability of Treatment and Intensity Weighting: Informative Censoring, Variable Inclusion, and Weight Trimming
por: Tompkins, Grace, et al.
Publicado: (2024)

Propensity Score Methods for Local Test Score Equating: Stratification and Inverse Probability Weighting
por: Wallin, Gabriel, et al.
Publicado: (2024)

Estimating Causal Effects for Binary Outcomes Using Per-Decision Inverse Probability Weighting
por: Bao, Yihan, et al.
Publicado: (2023)

Exploring the Difficulty of Estimating Win Probability: A Simulation Study
por: Brill, Ryan S., et al.
Publicado: (2024)

Prediction with Missing Data: Target Probabilities and Missingness Mechanisms
por: Catoire, Pierre, et al.
Publicado: (2026)

Model Selection for Causal Modeling in Missing Exposure Problems
por: Shi, Yuliang, et al.
Publicado: (2024)

Weighted Parameter Estimators of the Generalized Extreme Value Distribution in the Presence of Missing Observations
por: McVittie, James H., et al.
Publicado: (2025)

Constructing a T-test for Value Function Comparison of Individualized Treatment Regimes in the Presence of Multiple Imputation for Missing Data
por: Lu, Minxin, et al.
Publicado: (2023)

Estimating Extreme Wave Surges in the Presence of Missing Data
por: McVittie, James H., et al.
Publicado: (2025)

Living forwards or understanding backwards? A comparison of Inverse Probability of Treatment Weighting and G-estimation methods for targeting hypothetical full adherence estimands in longitudinal cohort studies
por: Liang, Xiaoran, et al.
Publicado: (2026)

Accounting for Missing Data in Public Health Research Using a Synthesis of Statistical and Mathematical Models
por: Zivich, Paul N, et al.
Publicado: (2025)

Penalized Likelihood Methods for Modeling Count Data
por: Bui, Minh Thu, et al.
Publicado: (2021)

An Empirical Method for Analyzing Count Data
por: Sun, Jiren, et al.
Publicado: (2026)

Analysis of Linked Files: A Missing Data Perspective
por: Kamat, Gauri, et al.
Publicado: (2024)

Regression Modeling of the Count Relational Data with Exchangeable Dependencies
por: Du, Wenqin, et al.
Publicado: (2025)

Estimation of Contextual Exposure to HIV from GPS Data
por: Wu, Haoyang, et al.
Publicado: (2025)

Assessing the Impact of Covariate Distribution and Positivity Violation on Weighting-Based Indirect Comparisons: a Simulation Study
por: Serret-Larmande, Arnaud, et al.
Publicado: (2025)

A Sensitivity Analysis Framework for Quantifying Confidence in Decisions in the Presence of Data Uncertainty
por: Wadekar, Adway S., et al.
Publicado: (2025)

Correcting for Missing Data When Evaluating Surrogate Markers in a Clinical Trial
por: Lotspeich, Sarah C., et al.
Publicado: (2026)

Generalizing Trimming Bounds for Endogenously Missing Outcome Data Using Random Forests
por: Samii, Cyrus, et al.
Publicado: (2023)

A Bayesian Hierarchical Hurdle Beta-Binomial Model for Survey-Weighted Bounded Counts and Its Application to Childcare Enrollment
por: Lee, JoonHo
Publicado: (2026)

Bayesian Bootstrap based Gaussian Copula Model for Mixed Data with High Missing Rates
por: Kim, Seongmin, et al.
Publicado: (2025)

Inequality Constrained Minimum Density Power Divergence Estimation in Panel Count Data
por: Goswami, Udita, et al.
Publicado: (2025)

Variable Selection for Multi-Source Count Data with Controlled False Discovery Rate
por: Tang, Shan, et al.
Publicado: (2024)

Imputation of Nonignorable Missing Data in Surveys Using Auxiliary Margins Via Hot Deck and Sequential Imputation
por: Yang, Yanjiao, et al.
Publicado: (2024)

Bayesian Bivariate Conway-Maxwell-Poisson Regression Model for Correlated Count Data in Sports
por: Florez, Mauro, et al.
Publicado: (2024)

Robust Causal Inference for EHR-based Studies of Point Exposures with Missingness in Eligibility Criteria
por: Benz, Luke, et al.
Publicado: (2025)

Bayesian Methods for Modeling Cumulative Exposure to Extensive Environmental Health Hazards
por: Trangucci, Rob, et al.
Publicado: (2024)

A Comparative Evaluation of a Conditional Median-Based Bayesian Growth Curve Modeling Approach with Missing Data
por: Tang, Dandan, et al.
Publicado: (2025)

On Weighted Trigonometric Regression for Suboptimal Designs in Circadian Biology Studies
por: Gorczyca, Michael, et al.
Publicado: (2024)

Bayesian Variable Selection in Distributed Lag Models: A Focus on Binary Quantile and Count Data Regressions
por: Dempsey, Daniel, et al.
Publicado: (2024)

Causal Inference with Outcomes Truncated by Death and Missing Not at Random
por: Li, Wei, et al.
Publicado: (2024)

Estimating Default Probability and Correlation using Stan
por: Pinera-Esquivel, Jesus A.
Publicado: (2024)

Extreme-Path Benchmarks for Sequential Probability Forecasts
por: Pipping-Gamón, Jonathan, et al.
Publicado: (2026)

Establishing the Parallels and Differences Between Right-Censored and Missing Covariates
por: Vazquez, Jesus E., et al.
Publicado: (2024)

A Tutorial on Conducting Mediation Analysis with Exposure Mixtures
por: Wang, Yiran, et al.
Publicado: (2025)

Adjustment for Unmeasured Spatial Confounding in Settings of Continuous Exposure Conditional on the Binary Exposure Status: Conditional Generalized Propensity Score-Based Spatial Matching
por: Kim, Honghyok, et al.
Publicado: (2022)

On Using Large Language Models to Enhance Clinically-Driven Missing Data Recovery Algorithms in Electronic Health Records
por: Lotspeich, Sarah C., et al.
Publicado: (2025)