Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records

DOI10.1080/01621459.2020.1801447zbMath1464.62475arXiv2004.12234OpenAlexW3048802497MaRDI QIDQ4999135

Charles E. McCulloch, Yifei Sun, Kieren A. Marr, Chiung-Yu Huang

Publication date: 6 July 2021

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2004.12234

zbMATH Keywords

kernel smoothingproportional rate modelelectronic health recordsinformative observationrecurrent event analysis

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Causal inference from observational studies (62D20)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Cox's regression model for counting processes: A large sample study
• Weak convergence and empirical processes. With applications to statistics
• The statistical analysis of recurrent events.
• Functional covariate-adjusted partial area under the specificity-ROC curve with an application to metabolic syndrome diagnosis
• Semiparametric theory and missing data.
• Joint Models for Longitudinal and Time-to-Event Data
• Joint modeling of longitudinal data with informative observation times and dropouts
• Analysis of Longitudinal Data in the Presence of Informative Observational Times and a Dependent Terminal Event, with Application to Medical Cost Data
• Covariate measurement errors and parameter estimation in a failure time regression model
• Analysis of Censored Survival Data with Intermittently Observed Time-Dependent Binary Covariates
• Semiparametric Regression for the Mean and Rate Functions of Recurrent Events
• Joint Modelling of Survival and Longitudinal Data with Informative Observation Times
• Joint Analysis of Longitudinal Data With Informative Observation Times and a Dependent Terminal Event
• Joint Analysis of Longitudinal Data and Informative Observation Times with Time-Dependent Random Effects
• Efficient Estimation of Population-Level Summaries in General Semiparametric Regression Models
• Analysis of the Proportional Hazards Model With Sparse Longitudinal Covariates

This page was built for publication: Recurrent Events Analysis With Data Collected at Informative Clinical Visits in Electronic Health Records