Generalized Multilevel Functional Principal Component Analysis with Application to NHANES Active Inactive Patterns
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Xinkai, Wrobel, Julia, Crainiceanu, Ciprian M., Leroux, Andrew |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generalized Conditional Functional Principal Component Analysis
by: Lu, Yu, et al.
Published: (2024)
by: Lu, Yu, et al.
Published: (2024)
Function on Scalar Regression with Complex Survey Designs
by: Koffman, Lily, et al.
Published: (2025)
by: Koffman, Lily, et al.
Published: (2025)
Prediction Inference Using Generalized Functional Mixed Effects Models
by: Zhou, Xinkai, et al.
Published: (2025)
by: Zhou, Xinkai, et al.
Published: (2025)
Multilevel functional distributional models with application to continuous glucose monitoring in diabetes clinical trials
by: Matabuena, Marcos, et al.
Published: (2024)
by: Matabuena, Marcos, et al.
Published: (2024)
Dynamic Prediction of High-density Generalized Functional Data with Fast Generalized Functional Principal Component Analysis
by: Jin, Ying, et al.
Published: (2024)
by: Jin, Ying, et al.
Published: (2024)
Fast Bayesian Functional Principal Components Analysis
by: Sartini, Joseph, et al.
Published: (2024)
by: Sartini, Joseph, et al.
Published: (2024)
Inference for the Extended Functional Cox Model: A UK Biobank Case Study
by: Cui, Erjia, et al.
Published: (2025)
by: Cui, Erjia, et al.
Published: (2025)
Functional Moments Regression
by: Li, Mingyuan, et al.
Published: (2026)
by: Li, Mingyuan, et al.
Published: (2026)
Bayesian Multivariate Sparse Functional Principal Components Analysis
by: Sartini, Joseph, et al.
Published: (2025)
by: Sartini, Joseph, et al.
Published: (2025)
Walking fingerprinting
by: Koffman, Lily, et al.
Published: (2023)
by: Koffman, Lily, et al.
Published: (2023)
Robust Functional Principal Component Analysis for Non-Euclidean Random Objects
by: Xu, Jiazhen, et al.
Published: (2023)
by: Xu, Jiazhen, et al.
Published: (2023)
Estimating the construct validity of Principal Components Analysis
by: Hope, Thomas M. H., et al.
Published: (2024)
by: Hope, Thomas M. H., et al.
Published: (2024)
Covariate-Dependent Functional Principal Component Analysis for SHM
by: Wittenberg, Philipp, et al.
Published: (2026)
by: Wittenberg, Philipp, et al.
Published: (2026)
Comparing estimators of discriminative performance of time-to-event models
by: Jin, Ying, et al.
Published: (2024)
by: Jin, Ying, et al.
Published: (2024)
Walking Fingerprinting Using Wrist Accelerometry During Activities of Daily Living in NHANES
by: Koffman, Lily, et al.
Published: (2025)
by: Koffman, Lily, et al.
Published: (2025)
Comparing Step Counting Algorithms for High-Resolution Wrist Accelerometry Data in NHANES 2011-2014
by: Koffman, Lily, et al.
Published: (2024)
by: Koffman, Lily, et al.
Published: (2024)
Hierarchical Probabilistic Principal Component Analysis of Longitudinal Data
by: Zhang, Xinyu, et al.
Published: (2026)
by: Zhang, Xinyu, et al.
Published: (2026)
Multilevel Primary Aim Analyses of Clustered SMARTs: With Applications in Health Policy
by: Durham, Gabriel, et al.
Published: (2025)
by: Durham, Gabriel, et al.
Published: (2025)
The Flexible Accumulation Model for High Density Temporal Exposures
by: Zhou, Xinkai, et al.
Published: (2025)
by: Zhou, Xinkai, et al.
Published: (2025)
Nonlinear Principal Component Analysis with Random Bernoulli Features for Process Monitoring
by: Chen, Ke, et al.
Published: (2025)
by: Chen, Ke, et al.
Published: (2025)
A Multivariate Multilevel Longitudinal Functional Model for Repeatedly Observed Human Movement Data
by: Gunning, Edward, et al.
Published: (2024)
by: Gunning, Edward, et al.
Published: (2024)
Sensitivity analysis for matching on high-dimensional predictors: A case study of racial disparity in US mortality
by: Hernandez, Marina, et al.
Published: (2024)
by: Hernandez, Marina, et al.
Published: (2024)
GEEPERs: Principal Stratification using Principal Scores and Stacked Estimating Equations
by: Sales, Adam C., et al.
Published: (2022)
by: Sales, Adam C., et al.
Published: (2022)
Generative AI-Based Monte Carlo Simulation for Method Evaluation Using Synthetic Multilevel Data
by: Suk, Youmi, et al.
Published: (2026)
by: Suk, Youmi, et al.
Published: (2026)
Empirical Bayes Shrinkage of Functional Effects, with Application to Analysis of Dynamic eQTLs
by: Zhang, Ziang, et al.
Published: (2026)
by: Zhang, Ziang, et al.
Published: (2026)
On the Proportional Principal Stratum Hazards Model
by: Sun, Jiren, et al.
Published: (2025)
by: Sun, Jiren, et al.
Published: (2025)
Generalized Heterogeneous Functional Model with Applications to Large-scale Mobile Health Data
by: Sun, Xiaojing, et al.
Published: (2025)
by: Sun, Xiaojing, et al.
Published: (2025)
Predicting Distributions of Physical Activity Profiles in the NHANES Database Using a Partially Linear Fréchet Single Index Model
by: Matabuena, Marcos, et al.
Published: (2023)
by: Matabuena, Marcos, et al.
Published: (2023)
Bayesian Multilevel Bivariate Spatial Modelling of Italian School Data
by: Cefalo, Leonardo, et al.
Published: (2024)
by: Cefalo, Leonardo, et al.
Published: (2024)
Multivariate Functional Principal Component Analysis for Mixed-Type mHealth Data: An Application to Mood Disorders
by: Dey, Debangan, et al.
Published: (2026)
by: Dey, Debangan, et al.
Published: (2026)
MCMC with Adaptive Principal-Component Transformation: Rotation-Invariant Universal Samplers for Bayesian Structural System Identification
by: Meng, Xianghao, et al.
Published: (2026)
by: Meng, Xianghao, et al.
Published: (2026)
Fast Emulation, Modular Calibration, and Active Learning for Simulators with Functional Response
by: Hutchings, Grant, et al.
Published: (2024)
by: Hutchings, Grant, et al.
Published: (2024)
Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits
by: Chhaibi, Reda, et al.
Published: (2024)
by: Chhaibi, Reda, et al.
Published: (2024)
Principal stratification with continuous treatments and continuous post-treatment variables
by: Antonelli, Joseph, et al.
Published: (2023)
by: Antonelli, Joseph, et al.
Published: (2023)
Tutorial on Bayesian Functional Regression Using Stan
by: Jiang, Ziren, et al.
Published: (2025)
by: Jiang, Ziren, et al.
Published: (2025)
Functional Post-Clustering Selective Inference with Applications to EHR Data Analysis
by: Zhu, Zihan, et al.
Published: (2024)
by: Zhu, Zihan, et al.
Published: (2024)
Simulated Intervention on Cross-Sectional Nested Data: Development of a Multilevel NIRA Approach
by: Wu, Yiming, et al.
Published: (2025)
by: Wu, Yiming, et al.
Published: (2025)
Multivariate Functional Linear Discriminant Analysis: An Application to Inflammatory Bowel Disease Classification
by: Liu, Limeng, et al.
Published: (2025)
by: Liu, Limeng, et al.
Published: (2025)
Functional Time Transformation Model with Applications to Digital Health
by: Ghosal, Rahul, et al.
Published: (2024)
by: Ghosal, Rahul, et al.
Published: (2024)
A Universal Framework for Factorial Matched Observational Studies with General Treatment Types: Design, Analysis, and Applications
by: Zhu, Jianan, et al.
Published: (2025)
by: Zhu, Jianan, et al.
Published: (2025)
Similar Items
-
Generalized Conditional Functional Principal Component Analysis
by: Lu, Yu, et al.
Published: (2024) -
Function on Scalar Regression with Complex Survey Designs
by: Koffman, Lily, et al.
Published: (2025) -
Prediction Inference Using Generalized Functional Mixed Effects Models
by: Zhou, Xinkai, et al.
Published: (2025) -
Multilevel functional distributional models with application to continuous glucose monitoring in diabetes clinical trials
by: Matabuena, Marcos, et al.
Published: (2024) -
Dynamic Prediction of High-density Generalized Functional Data with Fast Generalized Functional Principal Component Analysis
by: Jin, Ying, et al.
Published: (2024)