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Piaomu Liu

Assistant Professor, Mathematical Sciences
Ph.D., University of South Carolina , 2016
MS, The University of Iowa, 2011
BA, Carleton College, 2009
Office: Morison Hall 393 | 781.891._2831 | pliu@bentley.edu
                       


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Teaching Interests

Survival analysis, Applied multivariate statistics, Business analytics, and Statistical learning

Research Interests

Lifetime data analysis (recurrent event & competing risks), joint dynamic modeling, and semiparametric methods

Awards and Honors

2018, FAC Grant, Bentley Univeristy
2017, Seed Funds, Bentley Health Thought Leadership Network
2017, Summer Research Grant, Bentley Univeristy
2015, The Graduate School Travel Grant, USC-Columbia
2015, Boyd Harshbarger Travel Award, SRCOS Summer Research Conference
2015, Travel Grant, Dept. of Statistics, USC-Columbia
2015, Outstanding Graduate Assistant Award, Dept. of Statistics, USC-Columbia
2014, Travel Grant, The 3rd Workshop on Biostatistics and Bioinformatics Workshop
2014, The Graduate School Travel Grant, USC-Columbia
2014, Travel Grant , Dept. of Statistics, USC-Columbia
2013, Citizenship Award, Dept. of Statistics, USC-Columbia
2010, Thank-a-Teacher Letter Recognition, The University of Iowa
2005, Starr Cross-Cultural Scholarship (Full Scholarship for Four Years), The Starr Foundation

Publications

Journal Article(s)
Oliver, D., Ji, H., Liu, P., Gasparian , A., Gardiner, E., Lee, S., Zenteno, A., Prinskaya, L. O., Chen, M., Buckhaults, P., Broude, E., Wyatt, M. D., Valafar, H., Peña, E., Shtutman, . (2017). Identification of novel cancer therapeutic targets using a designed and pooled shRNA library screen. Scientific Reports/Nature Research Journals (7). (link)

Liu, P., Peña, E. A. (2016). Sojourning with the Homogeneous Poisson Process. The American Statistician, 70 (4), 413-423. (link)

Book Chapters
Liu, P, Peña, E. A. (2016). Dynamic Modeling & Analysis of Recurrent Competing Risks and a Terminal Event. Statistical, Stochastic and Data Analysis Methods and Applications. ISAST: International Society for the Advancement of Science and Technology, 2015

Conference Proceeding(s)
Liu, P., Peña, E. (2015). Joint Dynamic Modeling of Recurrent Competing Risks and a Terminal Event. Proceedings of the 9th International Conference on Mathematical Methods in Reliability.

Conference Presentations

Liu, P., Peña, E. (2016). "Model Diagnostics of a Class of Joint Dynamic Models of Recurrent Competing Risks and Terminal Event." Presented at the American Statistical Associatioin's Joint Statistical Meeting, Chicago, IL.

Liu, P., Peña, E. (2015). "Joint Dynamic Modeling of Recurrent Competing Risks and a Terminal Event,." Presented at the Joint Statistical Meeting, Seattle, WA.

Liu, P., Peña, E. (2015). "Joint Dynamic Modeling of Recurrent Competing Risks and a Terminal Event,." Presented at the NISS/SAMSI's SRCOS Summer Research Conference, Wilmington, NC.

Liu, P., Peña, E. (2015). "Joint Dynamic Modeling of Recurrent Competing Risks and a Terminal Event,." Presented at the Dept. of Statistics, USC-Columbia's Research Seminar, Columbia, SC.

Liu, P., Peña, E. (2014). "Distributional Properties and Peculiarities of HPP-Based Recurrent Event Models." Presented at the NSF, IMS, ICSA, the GSU Research Foundation, and the Dept. of Mathematics and Statistics in the GSU.'s 3rd Workshop on Biostatistics And Bioinformatics, Atlanta, Geogia.

Liu, P., Peña, E. (2014). "Distributional Properties and Peculiarities of HPP-Based Recurrent Event Models." Presented at the ENAR Conference, Baltimore, MD.

Service

University Service
Advisor for LSM Concentration - Quantitative Perspectives, 2017 - 2018

Professional Service
Committee Member for Bernard Harris Memorial Symposium: Risk in the 21st Century, ASA Section on Risk Analysis, 2018 - 2018