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Personal profile

Research Interests

Applied and computational statistics
Biostatistics and bioinformatics
Robust and semiparametric statistical methods
Functional data
Quantitative image analysis

Education

PhD, Statistics, University of North Carolina at Chapel Hill, 1985
MS, Statistics, University of North Carolina at Chapel Hill, 1983
BA, Mathematics, Carleton College, 1980

Honors & Awards

Fellow, Institute of Mathematical Statistics (1998)
Fellow, American Statistical Association (2000)
Fellow, American Association for the Advancement of Science (2017)

Office Address

120 Illini Hall
725 S. Wright St.
M/C 374
Champaign, IL 61820

Office Phone

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Research Output

A Phantom-Based Assessment of Repeatability and Reproducibility of Transvaginal Quantitative Ultrasound

Chen, S., McFarlin, B. L., Meagher, B. T., Peters, T. A., Simpson, D. G., O'Brien, W. D. & Han, A., 2019, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 66, 9, p. 1413-1421 9 p., 8736856.

Research output: Contribution to journalArticle

  • Robust probabilistic classification applicable to irregularly sampled functional data

    Park, Y. & Simpson, D. G., Mar 2019, In : Computational Statistics and Data Analysis. 131, p. 37-49 13 p.

    Research output: Contribution to journalArticle

  • Intraoperative in vivo assessment of lymph nodes with optical coherence tomography

    Marjanovic, M., Nolan, R. M., Erickson-Bhatt, S. J., Adie, S. G., Chaney, E. J., South, F. A., Monroy, G. L., Shemonski, N. D., Shelton, R. L., Bower, A. J., Simpson, D. G., Ray, P. S., Cradock, K. A., Liu, Z. G. & Boppart, S. A., Apr 18 2016, Clinical and Translational Biophotonics, Translational 2016. OSA - The Optical Society, (Optics InfoBase Conference Papers).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Intraoperative optical coherence tomography for assessing human lymph nodes for metastatic cancer

    Nolan, R. M., Adie, S. G., Marjanovic, M., Chaney, E. J., South, F. A., Monroy, G. L., Shemonski, N. D., Erickson-Bhatt, S. J., Shelton, R. L., Bower, A. J., Simpson, D. G., Cradock, K. A., Liu, Z. G., Ray, P. S. & Boppart, S. A., Feb 23 2016, In : BMC Cancer. 16, 1, 144.

    Research output: Contribution to journalArticle

  • Beyond cervical length: A pilot study of ultrasonic attenuation for early detection of preterm birth risk

    McFarlin, B. L., Kumar, V., Bigelow, T. A., Simpson, D. G., White-Traut, R. C., Abramowicz, J. S. & O'Brien, W. D., Nov 2015, In : Ultrasound in Medicine and Biology. 41, 11, p. 3023-3029 7 p.

    Research output: Contribution to journalArticle