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Jung In Kim

Assistant Research Professor
Jung In Kim

Biography

Jung In Kim is an assistant research professor of Statistics and Nutritional Science departments at Penn State.

Kim received her Ph.D. in Biostatistics from University of North Carolina at Chapel Hill in 2017. She received her M.S. in Statistics from University of California, Los Angeles in 2010, and B.S. in Mathematics and B.E. in Statistics from Korea University in 2008.

She has mainly focused on developing methods for time-to-event data analysis by separately dealing with recurrent/repeated events, unmeasured confounders with instrumental variable, and competing risks.

 

Publications

Kim, J., Fine, J.P., Sandler, D.P., Zhao, S. "Accounting for Preinvasive Conditions in the Analysis of Invasive Cancer Risk: With Application to Breast Cancer and the Sister Study", Epidemiology, 33, 1, 2022

*Kim, J., *Kianian, B., Fine, J.P., Peng, L. "Causal Proportional Hazards Estimation with a Binary Instrumental Variable", Statistica Sinica, 31:1-27, 2021 [*Equal contribution]

Kim, J., Lin, F., Fine, J.P. "On the Self-Triggering Cox Model for Recurrent Event Data", Statistics in Medicine, 38:4240–4252, 2019

 

Teaching

STAT 184 - Introduction to R

STAT 414 - Introduction to Probability

STAT 418 - Introduction to Probability and Stochastic Processes for Engineering