Two-step Estimation of Functional Linear Models with Applications to Longitudinal Data

Longitudinal data analysis using generalized linear models

1986 • 17,084 citations

Analysis of Longitudinal Data

2001 • 7,095 citations

Spline Models for Observational Data.

1991 • 5,272 citations

Nonparametric Regression and Generalized Linear Models

1994 • 1,880 citations

Design-adaptive Nonparametric Regression

1992 • 1,206 citations

THE MULTICENTER AIDS COHORT STUDY: RATIONALE, ORGANIZATION, AND SELECTED CHARACTERISTICS OF THE PARTICIPANTS

1987 • 1,150 citations

Functional Data Analysis

1999 • 1,068 citations

Local Polynomial Modeling and Its Applications

1998 • 1,066 citations

Estimating the Mean and Covariance Structure Nonparametrically When the Data are Curves

1991 • 826 citations

Kernel estimation of regression functions

1979 • 811 citations

An Effective Bandwidth Selector for Local Least Squares Regression

1995 • 781 citations

Nonparametric smoothing estimates of time-varying coefficient models with longitudinal data

1998 • 638 citations

Statistical estimation in varying coefficient models

1999 • 632 citations

Functional Data Analysis

2015 • 599 citations

Analysis of Longitudinal Data.

1997 • 458 citations

Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters

1994 • 452 citations

Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves

1998 • 413 citations

Models for Repeated Measurements

1999 • 344 citations

Longitudinal Data with Serial Correlation: A State-space Approach

2018 • 316 citations

Kernel Regression Estimation Using Repeated Measurements Data

1986 • 234 citations

Fast Implementations of Nonparametric Curve Estimators

1994 • 226 citations

Practical Longitudinal Data Analysis

1997 • 164 citations

Hierarchical Bayes Models for the Progression of HIV Infection Using Longitudinal CD4 T-Cell Numbers

1992 • 146 citations

Consistency of cross-validation when the data are curves

1993 • 43 citations

Lead discussion on 'Varying coefficient models' by Hastie & Tibshirani

1993 • 41 citations