Mathematical statistics
S. Geman. An application of the method of
sieves: functional estimator for the drift of a diffusion. In: Colloquia
Mathematica Societatis Janos Bolyai 32. Nonparametric Statistical Inference. North-Holland,
S. Geman.
Seives for nonparametric estimation of densities and regressions. Reports on Pattern Analysis No. 99, Division
of Applied Mathematics,
S. Geman and C.-R. Hwang. Nonparametric
maximum likelihood estimation by the method of sieves. Ann. Stat., 10, 1982, 401-414. (pdf)
S. Geman and D.E. McClure. Characterization
of a maximum-likelihood nonparametric density estimator of kernel type. In: Proceedings of
the NASA Workshop on Density Estimation and Function Smoothing. Ed. by L.F. Guseman, Jr.,
S. Geman. Cross-validation for densities and
regressions. Proceedings of the NASA Workshop on Density Estimation and Function
Smoothing. Ed. by L.F. Guseman,
Jr.,
Y.-S. Chow, S. Geman, and L.-D. Wu.
Consistent cross-validated density estimation. Ann. Stat., 11, 1983, 25-38. (pdf)
S. Geman. The Method of Sieves. Encyclopedia of
Statistical Sciences, Volume 5. Ed.
S. Kotz and N.L. Johnson, John Wiley & Sons, 1985.
Z. Chi and S. Geman. On the consistency of
minimum complexity nonparametric estimation. IEEE Trans. Inf. Theory, 44, 1998, 1968-1973. (pdf)