Multiple imputation for longitudinal data: A tutorial
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Wijesuriya, Rushani, Moreno-Betancur, Margarita, Carlin, John B, White, Ian R, Quartagno, Matteo, Lee, Katherine J |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
The ideal trial: defining causal estimands that balance relevance and feasibility in target trial emulations and actual randomized trials
par: Moreno-Betancur, Margarita, et autres
Publié: (2024)
par: Moreno-Betancur, Margarita, et autres
Publié: (2024)
Handling missing data when estimating causal effects with Targeted Maximum Likelihood Estimation
par: Dashti, S. Ghazaleh, et autres
Publié: (2021)
par: Dashti, S. Ghazaleh, et autres
Publié: (2021)
Sensitivity analysis for multivariable missing data using multiple imputation: a tutorial
par: Nguyen, Cattram D, et autres
Publié: (2025)
par: Nguyen, Cattram D, et autres
Publié: (2025)
A roadmap for systematic identification and analysis of multiple biases in causal inference
par: Wijesuriya, Rushani, et autres
Publié: (2025)
par: Wijesuriya, Rushani, et autres
Publié: (2025)
Multiple imputation for multilevel data with continuous and binary variables
par: Audigier, Vincent, et autres
Publié: (2017)
par: Audigier, Vincent, et autres
Publié: (2017)
How to rank imputation methods?
par: Näf, Jeffrey, et autres
Publié: (2025)
par: Näf, Jeffrey, et autres
Publié: (2025)
Sensitivity analysis methods for outcome missingness using substantive-model-compatible multiple imputation and their application in causal inference
par: Zhang, Jiaxin, et autres
Publié: (2024)
par: Zhang, Jiaxin, et autres
Publié: (2024)
Combining missing data imputation and internal validation in clinical risk prediction models
par: Mi, Junhui, et autres
Publié: (2024)
par: Mi, Junhui, et autres
Publié: (2024)
Retrieved dropout imputation considering administrative study withdrawal
par: Liu, Rong, et autres
Publié: (2024)
par: Liu, Rong, et autres
Publié: (2024)
The `Why' behind including `Y' in your imputation model
par: McGowan, Lucy D'Agostino, et autres
Publié: (2023)
par: McGowan, Lucy D'Agostino, et autres
Publié: (2023)
Handling multivariable missing data in causal mediation analysis estimating interventional effects
par: Dashti, S. Ghazaleh, et autres
Publié: (2024)
par: Dashti, S. Ghazaleh, et autres
Publié: (2024)
Deep mixture of linear mixed models for complex longitudinal data
par: Kock, Lucas, et autres
Publié: (2023)
par: Kock, Lucas, et autres
Publié: (2023)
On the uses and abuses of regression models: a call for reform of statistical practice and teaching
par: Carlin, John B., et autres
Publié: (2023)
par: Carlin, John B., et autres
Publié: (2023)
A tutorial for propensity score weighting methods under violations of the positivity assumption
par: Liu, Yi, et autres
Publié: (2025)
par: Liu, Yi, et autres
Publié: (2025)
Factor copula models for non-Gaussian longitudinal data
par: Chattopadhyay, Subhajit
Publié: (2024)
par: Chattopadhyay, Subhajit
Publié: (2024)
Bayesian principal stratification with longitudinal data and truncation by death
par: Grossi, Giulio, et autres
Publié: (2023)
par: Grossi, Giulio, et autres
Publié: (2023)
Sample size and power determination for assessing overall SNP effects in joint modeling of longitudinal and time-to-event data
par: Bian, Yuan, et autres
Publié: (2026)
par: Bian, Yuan, et autres
Publié: (2026)
Finite mixture copulas for modeling dependence in longitudinal count data
par: Chattopadhyay, Subhajit
Publié: (2024)
par: Chattopadhyay, Subhajit
Publié: (2024)
A comparison of mixed-models for the analysis of non-linear longitudinal data: application to late-life cognitive trajectories
par: Wagner, Maude, et autres
Publié: (2024)
par: Wagner, Maude, 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)
par: Rehal, Sunita, et autres
Publié: (2025)
A tutorial on conducting sample size and power calculations for detecting treatment effect heterogeneity in cluster randomized trials with linear mixed models
par: Baumann, Mary Ryan, et autres
Publié: (2025)
par: Baumann, Mary Ryan, et autres
Publié: (2025)
Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models
par: Bhandari, Saurabh, et autres
Publié: (2025)
par: Bhandari, Saurabh, et autres
Publié: (2025)
Quantile regression for longitudinal functional data with application to feed intake of lactating sows
par: Battagliola, Maria Laura, et autres
Publié: (2023)
par: Battagliola, Maria Laura, et autres
Publié: (2023)
A longitudinal Bayesian framework for estimating causal dose-response relationships
par: Luo, Yu, et autres
Publié: (2025)
par: Luo, Yu, et autres
Publié: (2025)
A non-parametric U-statistic testing approach for multi-arm clinical trials with multivariate longitudinal data
par: Ghosh, Dhrubajyoti, et autres
Publié: (2024)
par: Ghosh, Dhrubajyoti, et autres
Publié: (2024)
Rank-based methods for estimating landmark win probability in longitudinal randomized controlled trials with missing data
par: Zou, Guangyong, et autres
Publié: (2026)
par: Zou, Guangyong, et autres
Publié: (2026)
Skew-elliptical copula based mixed models for non-Gaussian longitudinal data with application to an HIV-AIDS study
par: Chattopadhyay, Subhajit
Publié: (2024)
par: Chattopadhyay, Subhajit
Publié: (2024)
Joint model for interval-censored semi-competing events and longitudinal data with subject-specific within and between visits variabilities
par: Courcoul, Léonie, et autres
Publié: (2024)
par: Courcoul, Léonie, et autres
Publié: (2024)
Jointly modeling time-to-event and longitudinal data with individual-specific change points: a case study in modeling tumor burden
par: Alt, Ethan M., et autres
Publié: (2024)
par: Alt, Ethan M., et autres
Publié: (2024)
Locally sparse varying coefficient mixed model with application to longitudinal microbiome differential abundance
par: Fontaine, Simon, et autres
Publié: (2026)
par: Fontaine, Simon, et autres
Publié: (2026)
Futility analyses for the MCP-Mod methodology based on longitudinal models
par: Bornkamp, Björn, et autres
Publié: (2024)
par: Bornkamp, Björn, et autres
Publié: (2024)
Trajectory-informed graph-based clustering for longitudinal cancer subtyping
par: Cavinato, Lara, et autres
Publié: (2026)
par: Cavinato, Lara, et autres
Publié: (2026)
Combining longitudinal cohort studies to examine cardiovascular risk factor trajectories across the adult lifespan
par: Aghabazaz, Zeynab, et autres
Publié: (2025)
par: Aghabazaz, Zeynab, et autres
Publié: (2025)
A Scalable Exponential Random Graph Model: Amortised Hierarchical Sequential Neural Posterior Estimation with Applications in Neuroscience
par: Fan, Yefeng, et autres
Publié: (2025)
par: Fan, Yefeng, et autres
Publié: (2025)
Studying continuous, time-varying, and/or complex exposures using longitudinal modified treatment policies
par: Hoffman, Katherine L., et autres
Publié: (2023)
par: Hoffman, Katherine L., et autres
Publié: (2023)
A framework for statistical modelling of the extremes of longitudinal data, applied to elite swimming
par: Spearing, Jess, et autres
Publié: (2023)
par: Spearing, Jess, et autres
Publié: (2023)
An empirical comparison of some outlier detection methods with longitudinal data
par: D'Orazio, Marcello
Publié: (2025)
par: D'Orazio, Marcello
Publié: (2025)
Survey-Based Estimation of Probe Group Sizes in the Network Scale-up Method: A Case Study from Jordan
par: Laga, Ian
Publié: (2025)
par: Laga, Ian
Publié: (2025)
A Bayesian semi-parametric approach to causal mediation for longitudinal mediators and time-to-event outcomes with application to a cardiovascular disease cohort study
par: Bhandari, Saurabh, et autres
Publié: (2024)
par: Bhandari, Saurabh, et autres
Publié: (2024)
Sequential Kalman filter for fast online changepoint detection in longitudinal health records
par: Li, Hanmo, et autres
Publié: (2023)
par: Li, Hanmo, et autres
Publié: (2023)
Documents similaires
-
The ideal trial: defining causal estimands that balance relevance and feasibility in target trial emulations and actual randomized trials
par: Moreno-Betancur, Margarita, et autres
Publié: (2024) -
Handling missing data when estimating causal effects with Targeted Maximum Likelihood Estimation
par: Dashti, S. Ghazaleh, et autres
Publié: (2021) -
Sensitivity analysis for multivariable missing data using multiple imputation: a tutorial
par: Nguyen, Cattram D, et autres
Publié: (2025) -
A roadmap for systematic identification and analysis of multiple biases in causal inference
par: Wijesuriya, Rushani, et autres
Publié: (2025) -
Multiple imputation for multilevel data with continuous and binary variables
par: Audigier, Vincent, et autres
Publié: (2017)