Publications

  1. ``Hybrid Neural networks for environmental Process Control'', (with L.H. Ungar and R.Bain.) (The 1998 J.S.Hunter Lecture) Environmetrics,10:3,225-236 (1999).
  2. ``A 7-Minute Neurocognitive Screening Battery Highly Sensitive to Alzheimer Disease'', (with P.R. Solomon, A. Hirschoff, B. Kelley, M. Relin, M. Bruxh and W. W. Pendlebury), Archives of Neurology, 55, 349-355 (1998).
  3. ``Prediction Intervals for Neural Networks via Nonlinear Regression'' (with J. Schumi, J. Schweinsberg, and L.H. Ungar), Technometrics, 40:4, 273-282, (1998) -- Draft version. (1997). postscript pdf format.
  4. ``A Brief Introduction to Neural Networks'' (with L.H. Ungar), Submitted for Publication -- Draft version (1996).postscript pdf format.
  5. ``Estimating Prediction Intervals for Artificial Neural Networks'' (with L.H. Ungar and E. Rosengarten), Ninth Yale Workshop on Adaptive and Learning Systems, (1996). postscript pdf format.
  6. ``A Guided Tour of Modern Regresssion Methods'', Proceedings of the Section on Physical and Engineering Sciences, (1995).(Invited talk given at the 1995 fall FTC. Shewell Award 1995). postscript pdf format
  7. ``A Statistical Basis for Using Radial Basis Functions for Process Control'' (with L.H. Ungar), American Control Conference Proceedings (1995). postscript pdf format.
  8. ``Statistical Approaches to Fault Analysis in Multivariate Process Control'' (with L.H. Ungar and J.M. Vinson) American Control Conference Proceedings (1994). postscript pdf format.
  9. ``Radial Basis Function Neural Networks for Process Control'' (with L.H. Ungar, andT. Johnson) CIMPRO Proceedings, p.357-364, (1994). postscript pdf format.
  10. ``A Stochastic Model Relating Rainfall Intensity to Raindrop Processes''(with J.A. Smith), Water Resources Research , 30(3), 651-664, (1994). postscript pdf format
  11. ``Resizing Triathlons for Fairness'', (with H. Wainer), Chance ,7 (1), 20-25, (1994). postscript pdf format.
  12. Comment on ``Neural Networks and Related Methods for Classification'' (with C.J. Darken and L.H. Ungar), JRSSB , 56 (3), 446-447, (1994).
  13. ``Multicollinearity: A Tale of two Non-parametric Regressions '', (with L.H. Ungar). In Selecting Models from Data: AI and Statistics IV, (ed P.Cheeseman and R.W. Oldford), pp.293-302. Springer-Verlag, (1994). postscript pdf format
  14. ``A statistical analysis of Antarctic sea ice using multivariate adaptive regressionsplines'' (with A. Gordon, J. Comiso and N. Bacherer), Journal of Geophysical Research, 98 :(C11) 20,307-20,320 (1993).
  15. A comparison of two nonparametric estimation schemes: MARS and Neural Networks'' (with D.C. Psichogios and L.H. Ungar), Computers in Chemical Engineering 17:(8), 819-837, (1993).
  16. ``The temporal and spatial variability of rainfall power'' (with J.A. Smith), Environmetrics 3:(1) , 29-53, (1992)
  17. ``Non-parametric system identification: A comparison of MARS and Neural Networks'' (with D.C. Psichogios and L.H. Ungar), American Control Conference Proceedings, 1436-1440, (1992).
  18. ``Robust estimation of a normal mixture'' (with A.M. Krieger), Statistics and Probability Letters, 10 , 1-7, (1990).
  19. ``Multivariate time series modelling of strong motion accelerograms recorded in Mexico and Taiwan'' (with G.W. Ellis and A.S. Cakmak), Soil Dynamics and Earthquake Engineering,9: 5, 218-227, (1990).
  20. `An application of factorial design to the development of fused silica capillary columns'' (with K.J. Hyver), Journal of High Resolution Chromatography, 12, 208-212, (1989).
  21. ``Optimizing automatic splitless injection parameters for gaschromatographic environmental analysis'' (with M. Szelewski), Journal of Chromatographic Science, 27: 9, 513-518,(1989).
  22. ``Finding transformations for linear regression using the ACE algorithm'' Sociological Methods and Research, 18: 2 \& 3 328-359, (1989).
  23. ``Mixtures of linear regressions.'' Computational Statistics and Data Analysis, 8, 227-245,(1989).
  24. ``ACE guided transformation method for estimation of the coefficient of soil water diffusivity'' (with J.M. Steele.)(Wilcoxon Award 1990), Technometrics, 31: 1, 91-99, (1989).