A Random-Effects Approach to Generalized Linear Mixed Model Analysis of Incomplete Longitudinal Data
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Thuan, Zhang, Jiangshan, Jiang, Jiming |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Random-effects Approach to Regression Involving Many Categorical Predictors and Their Interactions
by: Sun, Hanmei, et al.
Published: (2024)
by: Sun, Hanmei, et al.
Published: (2024)
SEMMS with Random Effects: A Mixed-Model Extension for Variable Selection in Clustered and Longitudinal Data
by: Bar, Haim, et al.
Published: (2026)
by: Bar, Haim, et al.
Published: (2026)
Random Effects Misspecification and its Consequences for Prediction in Generalized Linear Mixed Models
by: Vu, Quan, et al.
Published: (2024)
by: Vu, Quan, et al.
Published: (2024)
Robust Sequential Hypothesis Testing with Generalized Estimating Equations for Incomplete Clustered and Longitudinal Data
by: Provost, Nathan T., et al.
Published: (2026)
by: Provost, Nathan T., et al.
Published: (2026)
Bayesian Profile Regression with Linear Mixed Models (Profile-LMM) applied to Longitudinal Exposome Data
by: Amestoy, Matteo, et al.
Published: (2025)
by: Amestoy, Matteo, et al.
Published: (2025)
Combining Incomplete Observational and Randomized Data for Heterogeneous Treatment Effects
by: Yao, Dong, et al.
Published: (2024)
by: Yao, Dong, et al.
Published: (2024)
Compatible Imputation for Hierarchical Linear Models with Incomplete Data: Interaction Effects of Continuous and Categorical Covariates MAR
by: Shin, Dongho, et al.
Published: (2025)
by: Shin, Dongho, et al.
Published: (2025)
Efficient Computation of High-Dimensional Penalized Generalized Linear Mixed Models by Latent Factor Modeling of the Random Effects
by: Heiling, Hillary M., et al.
Published: (2023)
by: Heiling, Hillary M., et al.
Published: (2023)
Functional Mixed effects Model for Joint Analysis of Longitudinal and Cross-Sectional Growth Data
by: Chen, Long, et al.
Published: (2025)
by: Chen, Long, et al.
Published: (2025)
Bayesian Estimation of Hierarchical Linear Models from Incomplete Data: Cluster-Level Interaction Effects and Small Sample Sizes
by: Shin, Dongho, et al.
Published: (2024)
by: Shin, Dongho, et al.
Published: (2024)
A Random‐Effects Approach to Regression Involving Many Categorical Predictors and Their Interactions
by: Hanmei Sun, et al.
Published: (2026)
by: Hanmei Sun, et al.
Published: (2026)
Exact Posterior Mean and Covariance for Generalized Linear Mixed Models
by: Zhang, Tonglin
Published: (2024)
by: Zhang, Tonglin
Published: (2024)
Robust Emax Model Fitting: Addressing Nonignorable Missing Binary Outcome in Dose-Response Analysis
by: Zhang, Jiangshan, et al.
Published: (2024)
by: Zhang, Jiangshan, et al.
Published: (2024)
Semiparametric Mixed-effects Model for Longitudinal Data with Non-normal Errors
by: Taavoni, Mozhgan, et al.
Published: (2022)
by: Taavoni, Mozhgan, et al.
Published: (2022)
Robust Inference for Generalized Linear Mixed Models: An Approach Based on Score Sign Flipping
by: Andreella, Angela, et al.
Published: (2024)
by: Andreella, Angela, et al.
Published: (2024)
Data-Driven Random Projection and Screening for High-Dimensional Generalized Linear Models
by: Parzer, Roman, et al.
Published: (2024)
by: Parzer, Roman, et al.
Published: (2024)
Joint Modeling of Longitudinal EHR Data with Shared Random Effects for Informative Visiting and Observation Processes
by: Yang, Cheng-Han, et al.
Published: (2026)
by: Yang, Cheng-Han, et al.
Published: (2026)
A Scalable Variational Bayes Approach to Fit High-dimensional Spatial Generalized Linear Mixed Models
by: Lee, Jin Hyung, et al.
Published: (2024)
by: Lee, Jin Hyung, et al.
Published: (2024)
Stochastic Search Variable Selection for Bayesian Generalized Linear Mixed Effect Models
by: Ding, Feng, et al.
Published: (2024)
by: Ding, Feng, et al.
Published: (2024)
Synthetic Data Generation With Incomplete Survey Data Under Informative Sampling
by: Almomani, Ayat, et al.
Published: (2026)
by: Almomani, Ayat, et al.
Published: (2026)
On Quantile Regression Forests for Modelling Mixed-Frequency and Longitudinal Data
by: Andreani, Mila
Published: (2025)
by: Andreani, Mila
Published: (2025)
Scalable Krylov Subspace Methods for Generalized Mixed-Effects Models with Crossed Random Effects
by: Kündig, Pascal, et al.
Published: (2025)
by: Kündig, Pascal, et al.
Published: (2025)
Variable Selection for Fixed and Random Effects in Multilevel Functional Mixed Effects Models
by: Ghosal, Rahul, et al.
Published: (2025)
by: Ghosal, Rahul, et al.
Published: (2025)
Fixed-Effects Models for Causal Inference in Longitudinal Cluster Randomized and Quasi-Experimental Trials
by: Lee, Kenneth M., et al.
Published: (2026)
by: Lee, Kenneth M., et al.
Published: (2026)
Bayesian Semiparametric Orthogonal Tucker Factorized Mixed Models for Multi-dimensional Longitudinal Functional Data
by: Roy, Arkaprava, et al.
Published: (2025)
by: Roy, Arkaprava, et al.
Published: (2025)
Evaluating Bias Reduction Methods in Binary Emax Model for Reliable Dose-Response Estimation
by: Zhang, Jiangshan, et al.
Published: (2025)
by: Zhang, Jiangshan, et al.
Published: (2025)
Approximate Likelihood-Based Inference for Spatial Generalized Linear Mixed Models
by: Watson, Samuel I., et al.
Published: (2026)
by: Watson, Samuel I., et al.
Published: (2026)
The R2D2 Prior for Generalized Linear Mixed Models
by: Yanchenko, Eric, et al.
Published: (2021)
by: Yanchenko, Eric, et al.
Published: (2021)
MMM: Clustering Multivariate Longitudinal Mixed-type Data
by: Amato, Francesco, et al.
Published: (2025)
by: Amato, Francesco, et al.
Published: (2025)
A Bayesian Non-linear Mixed-Effects Model for Accurate Detection of the Onset of Cognitive Decline in Longitudinal Aging Studies
by: Massa, Fernando, et al.
Published: (2025)
by: Massa, Fernando, et al.
Published: (2025)
Linear Shrinkage Convexification of Penalized Linear Regression With Missing Data
by: Park, Seongoh, et al.
Published: (2024)
by: Park, Seongoh, et al.
Published: (2024)
A Two-stage Joint Modeling Approach for Multiple Longitudinal Markers and Time-to-event Data
by: Baghfalaki, Taban, et al.
Published: (2024)
by: Baghfalaki, Taban, et al.
Published: (2024)
An Efficient Two-Dimensional Functional Mixed-Effect Model Framework for Repeatedly Measured Functional Data
by: Cao, Cheng, et al.
Published: (2024)
by: Cao, Cheng, et al.
Published: (2024)
A Bayesian Approach for Robust Longitudinal Envelope Models
by: Zeng, Peng, et al.
Published: (2025)
by: Zeng, Peng, et al.
Published: (2025)
A Scalable Variational Bayes Approach for Fitting Non-Conjugate Spatial Generalized Linear Mixed Models via Basis Expansions
by: Lee, Jin Hyung, et al.
Published: (2025)
by: Lee, Jin Hyung, et al.
Published: (2025)
Kantorovich Regression Analysis of Random Distributions with Mixed Predictors
by: Kim, Kaheon, et al.
Published: (2026)
by: Kim, Kaheon, et al.
Published: (2026)
Fair Conformal Prediction for Incomplete Covariate Data
by: Kong, Jingsen, et al.
Published: (2025)
by: Kong, Jingsen, et al.
Published: (2025)
Bayesian Semiparametric Longitudinal Inverse-Probit Mixed Models for Category Learning
by: Mukhopadhyay, Minerva, et al.
Published: (2021)
by: Mukhopadhyay, Minerva, et al.
Published: (2021)
Ordinal Mixed-Effects Random Forest
by: Bergonzoli, Giulia, et al.
Published: (2024)
by: Bergonzoli, Giulia, et al.
Published: (2024)
Modeling Time-Varying Effects of Mobile Health Interventions Using Longitudinal Functional Data from HeartSteps Micro-Randomized Trial
by: Yu, Jiaxin, et al.
Published: (2024)
by: Yu, Jiaxin, et al.
Published: (2024)
Similar Items
-
A Random-effects Approach to Regression Involving Many Categorical Predictors and Their Interactions
by: Sun, Hanmei, et al.
Published: (2024) -
SEMMS with Random Effects: A Mixed-Model Extension for Variable Selection in Clustered and Longitudinal Data
by: Bar, Haim, et al.
Published: (2026) -
Random Effects Misspecification and its Consequences for Prediction in Generalized Linear Mixed Models
by: Vu, Quan, et al.
Published: (2024) -
Robust Sequential Hypothesis Testing with Generalized Estimating Equations for Incomplete Clustered and Longitudinal Data
by: Provost, Nathan T., et al.
Published: (2026) -
Bayesian Profile Regression with Linear Mixed Models (Profile-LMM) applied to Longitudinal Exposome Data
by: Amestoy, Matteo, et al.
Published: (2025)