Kjell Doksum

"Kjell Doksum has worked in a variety of areas motivated by applications, including estimation of nonparametric regression and correlation curves, inference for global measures of association in semiparametric and nonparametric settings, and the estimation of regression quantiles. He is involved in statistical modeling and analysis of data on HIV infected individuals and in the analysis of financial data. He is a co-author of Mathematical Statistics: Basic Ideas and Selected Topics".
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Doksum, K.A., and Ozeki, A. Semiparametric Models And Likelihood-the Power Of Ranks. The Third Erich L. Lehmann Symposium, May 16-19, 2007 (Rice University Volume, to appear 2008.)

Doksum, K.A.,Ozeki, A., Kim, J., and Neto, E.C.(2007). Thinking outside the box: Statistical inference based on Kullback-Leibler Empirical Projections. Statistics and Probability Letters. 77, 1201-1213.

On Spatial Neutral to the Right Processes and Their Posterier Distribution.Mathematical Reliability: An Expository Perspective. Editors: R. Soyer, T.A.Mazzuchi, and N.D.Singpurwalla. Kluwer's International Series 2004, 87-104. (joint with L.J.James)

Empirical Plug-in Curve and Surface Estimates. Mathetical and Statistical Methods in Reliability. Editors: Bo Lindqvist and Kjell Doksum. World Scientific Publishing Company, Singapore, 2003, 433-454. (joint with J. Jiang)

Local Generalized Empirical Estimation of Regression. Science in China. Series A Mathematics. 2004, 114-127. (joint with J. Jiang)

Modeling inequality and spread in multiple regression  IMS Lecture Notes--Monograph Series 2006, Vol. 49, 120-130

Powerful Choices: Tuning Parameter Selection Based on Power. In Frontiers in Statistics. Fan, J. and H. Koul, editors. (joint with C. Schafer)   


Lecture Notes for Statistics 709, Fall 2008 - made by Jun Shao and Henry Zhang.