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in 2021, "for novel contributions to differentially private synthetic data and
Bayesian modeling; for outstanding interdisciplinary research in clinical and public health studies; for leadership in education and training; and for service to the profession".
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Liu was talented in mathematics as a child, competed in mathematics competitions, and wanted to become a mathematician, but was discouraged from doing so by her parents, who wanted her to become a physician. As a compromise, she studied biology at
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intending to study genetics, but quickly switched to a program in statistics, and earned a master's degree there in 1999, and a Ph.D. from the
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Research
Laboratories. She returned to academia, joining the Notre Dame faculty, in 2011. Her doctoral students at Notre Dame have included
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235:, University of Notre Dame Department of Applied and Computational Mathematics and Statistics, 27 March 2018
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46:. She is a professor in the Department of Applied and Computational Mathematics and Statistics at the
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is a
Chinese-American statistician and data scientist whose research topics include
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141:, Notre Dame Department of Applied and Computational Mathematics and Statistics
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Bayesian
Methods for Statistical Disclosure Control in Microdata
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After completing her doctorate, she became a researcher at the
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164:"Facts, Figures and Frontiers: Fang Liu, College of Science"
207:"Liu named Fellow of American Statistical Association"
63:, where she earned a bachelor's degree in 1997.
16:Chinese-American statistician and data scientist
330:Fellows of the American Statistical Association
111:Fellow of the American Statistical Association
213:, University of Notre Dame College of Science
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170:, University of Notre Dame, 8 March 2021
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205:McCool, Deanna Csomo (3 May 2021),
66:She began her graduate studies at
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325:University of Notre Dame faculty
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320:University of Michigan alumni
191:Mathematics Genealogy Project
315:Iowa State University alumni
300:Chinese women mathematicians
290:American women statisticians
335:21st-century American women
232:Ph.D. Defense: Claire Bowen
74:in 2003. Her dissertation,
28:statistical learning theory
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310:Peking University alumni
263:publications indexed by
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48:University of Notre Dame
305:Chinese mathematicians
285:American statisticians
72:University of Michigan
42:, and applications in
295:Chinese statisticians
88:Roderick J. A. Little
68:Iowa State University
54:Education and career
24:differential privacy
84:Bayesian statistics
32:Bayesian statistics
99:Claire McKay Bowen
61:Peking University
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80:data privacy
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40:missing data
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105:Recognition
274:Categories
239:2024-05-31
217:2021-07-28
174:2021-07-28
168:Women Lead
145:2021-07-28
135:"Fang Liu"
118:References
256:Home page
261:Fang Liu
187:Fang Liu
20:Fang Liu
189:at the
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95:Merck
211:News
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