Marginal Longitudinal Nonparametric Regression
- 1 June 2002
- journal article
- Published by Taylor & Francis in Journal of the American Statistical Association
- Vol. 97 (458) , 482-493
- https://doi.org/10.1198/016214502760047014
Abstract
We consider nonparametric regression in a longitudinal marginal model of generalized estimating equation (GEE) type with a time-varying covariate in the situation where the number of observations p...Keywords
This publication has 14 references indexed in Scilit:
- Two-step Estimation of Functional Linear Models with Applications to Longitudinal DataJournal of the Royal Statistical Society Series B: Statistical Methodology, 2000
- Theory & Methods: Spatially‐adaptive Penalties for Spline FittingAustralian & New Zealand Journal of Statistics, 2000
- Nonparametric Function Estimation for Clustered Data When the Predictor is Measured without/with ErrorJournal of the American Statistical Association, 2000
- Nonparametric smoothing estimates of time-varying coefficient models with longitudinal dataBiometrika, 1998
- Modeling Partly Conditional Means With Longitudinal DataJournal of the American Statistical Association, 1997
- Flexible smoothing with B-splines and penaltiesStatistical Science, 1996
- Splines as Local SmoothersThe Annals of Statistics, 1995
- Quasi-likelihood Estimation in Semiparametric ModelsJournal of the American Statistical Association, 1994
- Longitudinal data analysis using generalized linear modelsBiometrika, 1986
- Spline Smoothing: The Equivalent Variable Kernel MethodThe Annals of Statistics, 1984