Statistical estimation in varying coefficient models

Cross-Validatory Choice and Assessment of Statistical Predictions

1974 • 8,849 citations

Generalized Additive Models.

1991 • 8,555 citations

Multivariate Adaptive Regression Splines

1991 • 7,851 citations

Local Polynomial Modelling and its Applications

1994 • 3,014 citations

Kernel Smoothing

1995 • 2,493 citations

Characterizing Selection Bias Using Experimental Data

1998 • 2,356 citations

Sliced Inverse Regression for Dimension Reduction

1991 • 2,020 citations

Nonparametric Regression and Generalized Linear Models

1994 • 1,880 citations

Varying-Coefficient Models

1993 • 1,753 citations

Nonparametric Regression and Generalized Linear Models: A Roughness Penalty Approach.

1994 • 1,234 citations

An Effective Bandwidth Selector for Local Least Squares Regression

1995 • 781 citations

Generalized Partially Linear Single-Index Models

1997 • 760 citations

Cross-Validatory Choice and Assessment of Statistical Predictions (With Discussion)

1976 • 661 citations

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

1998 • 638 citations

Investigating Smooth Multiple Regression by the Method of Average Derivatives

1989 • 610 citations

Data-Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

1995 • 562 citations

Weak and strong uniform consistency of kernel regression estimates

1982 • 469 citations

Local Regression Models

2017 • 462 citations

Estimating Optimal Transformations for Multiple Regression and Correlation

1985 • 439 citations

Functional-Coefficient Autoregressive Models

1993 • 424 citations

Polynomial splines and their tensor products in extended linear modeling: 1994 Wald memorial lecture

1997 • 400 citations

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

2000 • 383 citations

Sliced Inverse Regression for Dimension Reduction

1991 • 352 citations

Empirical-Bias Bandwidths for Local Polynomial Nonparametric Regression and Density Estimation

1997 • 251 citations

Direct estimation of low-dimensional components in additive models

1998 • 233 citations

Functional-Coefficient Autoregressive Models

1993 • 220 citations

Investigating Smooth Multiple Regression by the Method of Average Derivatives

1989 • 208 citations

An Effective Bandwidth Selector for Local Least Squares Regression

1995 • 166 citations

Generalized Partially Linear Single-Index Models

1997 • 137 citations

Empirical-Bias Bandwidths for Local Polynomial Nonparametric Regression and Density Estimation

1997 • 64 citations

Smoothing Spline ANOVA with Component-Wise Bayesian "Confidence Intervals"

1993 • 36 citations