Research output per year
Research output per year
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
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Predicting Spontaneous Pre-term Birth Risk Is Improved When Quantitative Ultrasound Data Are Included With Historical Clinical Data
McFarlin, B. L., Liu, Y., Villegas-Downs, M., Mohammadi, M., Simpson, D. G., Han, A. & O'Brien, W. D., May 2023, In: Ultrasound in Medicine and Biology. 49, 5, p. 1145-1152 8 p.Research output: Contribution to journal › Article › peer-review
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Reflections on the IDEA Forum—Statistics, Climate Change, and Sustainability
Li, B. & Simpson, D., Jan 2 2023, In: CHANCE. 36, 1, p. 25-30Research output: Contribution to journal › Article › peer-review
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ROBUST INFERENCE FOR PARTIALLY OBSERVED FUNCTIONAL RESPONSE DATA
Park, Y., Chen, X. & Simpson, D. G., Oct 2022, In: Statistica Sinica. 32, 4, p. 2265-2293 29 p.Research output: Contribution to journal › Article › peer-review
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Streamlined variational inference for higher level group-specific curve models
Menictas, M., Nolan, T. H., Simpson, D. G. & Wand, M. P., Dec 2021, In: Statistical Modelling. 21, 6, p. 479-519 41 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Statistical evaluation of reader variability in assessing the diagnostic performance of optical coherence tomography
Erickson-Bhatt, S. J., Simpson, D. G. & Boppart, S. A., Nov 1 2020, In: Journal of biomedical optics. 25, 11Research output: Contribution to journal › Article › peer-review
Open Access