Cross-Validation and the Estimation of Conditional Probability Densities

The Statistical Analysis of Failure Time Data.

1981 • 10,224 citations

Martingale Limit Theory and its Application.

1984 • 2,982 citations

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

2003 • 2,234 citations

Projection Pursuit Regression

1981 • 2,099 citations

Smoothing Methods in Statistics

1997 • 1,371 citations

The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions

1987 • 1,045 citations

On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

1998 • 950 citations

Semiparametric Estimation of Index Coefficients

1989 • 946 citations

An alternative method of cross-validation for the smoothing of density estimates

1984 • 871 citations

An Efficient Semiparametric Estimator for Binary Response Models

1993 • 765 citations

Empirical Choice of Histograms and Kernel Density Estimators

1982 • 722 citations

Multivariate binary discrimination by the kernel method

1976 • 572 citations

Projection Pursuit Regression

1981 • 473 citations

An Asymptotically Optimal Window Selection Rule for Kernel Density Estimates

1984 • 405 citations

Large Sample Optimality of Least Squares Cross-Validation in Density Estimation

1983 • 227 citations

Projection Pursuit Density Estimation

1984 • 225 citations

Nonparametric estimation of distributions with categorical and continuous data

2003 • 200 citations

Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation

1987 • 181 citations

A STEPWISE DISCRIMINANT ANALYSIS PROGRAM USING DENSITY ESTIMATION.

1974 • 173 citations

A class of smooth estimators for discrete distributions

1981 • 164 citations

A crossvalidation method for estimating conditional densities

2004 • 132 citations

Sequential models in categorical regression

1991 • 114 citations

Nonparametric Estimation of a Generalized Additive Model With an Unknown Link Function

2001 • 100 citations

Nonparametric Censored and Truncated Regression

2002 • 96 citations

On Smoothing Sparse Multinomial Data

1987 • 46 citations

Orthogonal Series Methods for Both Qualitative and Quantitative Data

1983 • 14 citations

BIAS REDUCTION AND ELIMINATION WITH KERNEL ESTIMATORS

2001 • 5 citations

Deleted Work

1955 • 0 citations