Image de couverture de livre

How to rank imputation methods?

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Näf, Jeffrey, Grzesiak, Krystyna, Scornet, Erwan
Format:	Preprint
Publié:	2025
Sujets:	Methodology Applications
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Multiple imputation for longitudinal data: A tutorial
par: Wijesuriya, Rushani, et autres
Publié: (2024)

The `Why' behind including `Y' in your imputation model
par: McGowan, Lucy D'Agostino, et autres
Publié: (2023)

Retrieved dropout imputation considering administrative study withdrawal
par: Liu, Rong, et autres
Publié: (2024)

Combining missing data imputation and internal validation in clinical risk prediction models
par: Mi, Junhui, et autres
Publié: (2024)

Using off-treatment sequential multiple imputation for binary outcomes to address intercurrent events handled by a treatment policy strategy
par: Rehal, Sunita, et autres
Publié: (2025)

A Practical Guide to Modern Imputation
par: Näf, Jeffrey
Publié: (2026)

Space-time extremes of severe US thunderstorm environments
par: Koh, Jonathan, et autres
Publié: (2022)

Robust reduced rank regression under heavy-tailed noise and missing data via non-convex penalization
par: Mai, The Tien
Publié: (2025)

A novel longitudinal rank-sum test for multiple primary endpoints in clinical trials: Applications to neurodegenerative disorders
par: Xu, Xiaoming, et autres
Publié: (2024)

Semi-partitioned Generalized Method of Moments for Longitudinal Data with Lagged and Feedback Covariates
par: Ramezani, Niloofar, et autres
Publié: (2026)

Efficiency of nonparametric superiority tests based on restricted mean survival time versus the log-rank test under proportional hazards
par: Magirr, Dominic, et autres
Publié: (2024)

New stochastic highway capacity estimation method and why product limit method is unsuitable
par: Mikolasek, Igor
Publié: (2020)

How long should a block be?
par: Belzile, Léo R., et autres
Publié: (2026)

Robust multiple method comparison and transformation
par: Dufey, Florian
Publié: (2022)

How Ominous is the Premonition of Future Global Warming?
par: Chatterjee, Debashis, et autres
Publié: (2020)

Adaptive Penalized Likelihood method for Markov Chains
par: Zhou, Yining, et autres
Publié: (2024)

Hybrid methods for missing categorical covariates in Cox model
par: Dioni, Abdoulaye, et autres
Publié: (2025)

Clustering of multivariate tail dependence using conditional methods
par: O'Toole, Patrick, et autres
Publié: (2025)

Comparison of methods for mediation analysis with multiple correlated mediators
par: Appah, Mary, et autres
Publié: (2024)

Weighting methods for truncation by death in cluster-randomized trials
par: Isenberg, Dane, et autres
Publié: (2024)

Extreme value methods for estimating rare events in Utopia
par: André, L. M., et autres
Publié: (2023)

How to develop, externally validate, and update multinomial prediction models
par: Gehringer, Celina K, et autres
Publié: (2023)

Early-Phase Local-Area Model for Pandemics Using Limited Data: A SARS-CoV-2 Application
par: Shi, Jiasheng, et autres
Publié: (2022)

Local graph estimation with pathwise false discovery control
par: Melikechi, Omar, et autres
Publié: (2025)

Latent Moment Models for Recurrent Binary Outcomes: A Bayesian and Quasi-Distributional Approach
par: Ramezani, Niloofar, et autres
Publié: (2026)

Clustering methods for Categorical Time Series and Sequences : A scoping review
par: Khalifa, Ottavio, et autres
Publié: (2025)

A nonparametric statistical method for deconvolving densities in the analysis of proteomic data
par: Anarat, Akin, et autres
Publié: (2025)

Bayesian generalized method of moments applied to pseudo-observations in survival analysis
par: Orsini, Léa, et autres
Publié: (2024)

Beyond the mean: Sequence analysis methods for clustering ordinal EMA data
par: Wang, Tianyi, et autres
Publié: (2026)

Quantifying How Much Has Been Learned from a Research Study
par: Mikhaeil, Jonas M., et autres
Publié: (2025)

What is Overlap Weighting, How Has it Evolved, and When to Use It for Causal Inference?
par: Lu, Haidong, et autres
Publié: (2026)

Strategic decision points in experiments: A predictive Bayesian optional stopping method
par: Yang, Xiaomi, et autres
Publié: (2025)

Sensitivity analysis method in the presence of a missing not at random ordinal independent variable
par: Dioni, Abdoulaye, et autres
Publié: (2025)

Performance of prior event rate ratio method in the presence of differential mortality or dropout
par: Cheung, Yin Bun, et autres
Publié: (2025)

Residual lifetime prediction for heterogeneous degradation data by Bayesian semi-parametric method
par: Karmakar, Barin, et autres
Publié: (2025)

A tutorial for propensity score weighting methods under violations of the positivity assumption
par: Liu, Yi, et autres
Publié: (2025)

Tree models for covariate-dependent method agreement with repeated measurements in clinical research
par: Karapetyan, Siranush, et autres
Publié: (2026)

Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
par: Howes, Adam, et autres
Publié: (2025)

How can methods for classifying and clustering trajectories be used for prevention trials? An example in Alzheimer's disease area
par: Bougel, Céline, et autres
Publié: (2025)

Comparison of Bayesian methods for extrapolation of treatment effects: a large scale simulation study
par: Fauvel, Tristan, et autres
Publié: (2025)