고규형 교수(자연과학대학 통계학과)

o (2008) B.S. (Statistics), Kyungpook National University, Daegu, South Korea
o (2011) M.S. (Statistics), Kyungpook National University, Daegu, South Korea
o (2013) M.S. (Statistics), University of Connecticut, Storrs, U.S.A.
o (2015) Ph.D. (Statistics), University of Connecticut, Storrs, U.S.A.

o (2023 ~ Present) Associate Professor, Kyungpook National University, Daegu, South Korea
o (2021 ~ 2023) (Tenured) Associate Professor, Kansas State University, Manhattan, KS, U.S.A.
o (2015 ~ 2021) Assistant Professor, Kansas State University, Manhattan, KS, U.S.A.

Bayesian inference,
Bayesian machine learning,
Bayesian model diagnostics,
Bayesian model selection/averaging,
Causal inference,
High-dimensional data analysis,
Missing data analysis,
Low-rank matrix estimation

o Causal inference with some invalid instrumental variables: A quasi‐Bayesian approach. Oxford Bulletin of Economics and Statistics. 2022; 84(6): 1432-1451 (with Yu, J.)
o Synthetic control method with convex hull restrictions: a Bayesian maximum a posteriori approach. The Econometrics Journal. 2022; 25(1): 215-232 (with Yu, J.)
o Accounting for model uncertainty in multiple imputation under complex sampling. Scandinavian Journal of Statistics. 2021; 48(3): 930-949 (with Kim, J. K.)
o Bayesian selection of best subsets via hybrid search. Computational Statistics. 2021: 36(3); 1991-2007 (with Jin, S.)