Meet the Faculty: Fang Liu

Fang Liu was among the first group of statisticians who came to the newly formed Applied and Computational Mathematics and Statistics department in 2011 at Notre Dame. Dr. Liu’s  research focuses on 1) development and application of  modern approaches for protecting data privacy; 2) statistical learning, machine learning, and complex model regularization; 3) Bayesian methodologies and models to analyze data originated from medical, biological, and social sciences; 4) missing data analysis techniques and concepts; and 5) Biostatistical and epidemiological applications. Dr. Liu’s work has been generously supported by NSF, NIH, foundations, and Notre Dame internal research grants, among others.

Dr. Liu is an elected fellow of the American Statistical Association and an elected member of the International Statistical Institute.