HKU HKU Dept of Statistics & Actuarial Science, HKU
 
 
SHANG Boyang

Postdoctoral Fellow

Ph.D. Advisors: Prof. Daniel W. Apley & Prof. Sanjay Mehrotra ; Industrial Engineering and Management Science, Northwestern University, Evanston, IL
M.S. Engineering Science and Applied Mathematics, Northwestern University, Evanston, IL
B.S. School of Mathematics and Systems Science, Beihang University, Beijing, China

 

Office:

Rm 207, Run Run Shaw Building

Email:

byshang@hku.hk

 
 
   Research Interests

Copula estimation and sampling, Subsampling from a data set, Design of computer experiments, Statistical learning.

 
   Selected Publications
  1. B.Shang and D.Apley, ’Fully-Sequential space-filling Design Algorithms for Computer Experiment’, Journal of Quality Technology, 2020, pp 1-24, DOI: 10.1080/00224065.2019.1705207

  2. B.Shang, D.Apley and S.Mehrotra, ’Diversity Subsampling: Custom Subsamples from Large Data Sets’, INFORMS Journal on Data Science, 2023, 0(0), DOI: 10.1287/ijds.2022.00017

 
   Preprints
  1. B. Shang, ’On Convergence Rate of the Diversity Subsampling Algorithm’, preprint available at http://arxiv.org/abs/2309.00636.

 
   More details

https://sites.google.com/a/u.northwestern.edu/boyang-shang