AsynchLong

CRANAsynchLongMaRDI QIDQ106209

Regression Analysis of Sparse Asynchronous Longitudinal Data

Hongyuan Cao

Last update: 24 November 2023

Copyright license: GNU General Public License, version 2.0

Software version identifier: 2.2, 1.0, 2.0, 2.1, 2.2, 2.3

Description

Estimation of regression models for sparse asynchronous longitudinal observations, where time-dependent response and covariates are mismatched and observed intermittently within subjects. Kernel weighted estimating equations are used for generalized linear models with either time-invariant or time-dependent coefficients. Cao, H., Li, J., and Fine, J. P. (2016) <doi:10.1214/16-EJS1141>. Cao, H., Zeng, D., and Fine, J. P. (2015) <doi:10.1111/rssb.12086>.

Cites work

• On last observation carried forward and asynchronous longitudinal regression analysis
• Regression Analysis of Sparse Asynchronous Longitudinal Data

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