Sheng-Mao Chang

Associate Professor

  • 73 Citations
  • 3 h-Index
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Personal profile


  • 2007 PhD, Statistics, North Carolina State University

Research Interests

  • Generalized linear mixed model
  • Statistical computing
  • Stochastic approximation


  • 2007/8 ~ 2014/7 Assistant Professor, Department of Statistics, National Cheng Kung University
  • 2014/8~ present Associate Professor, Department of Statistics, National Cheng Kung University

Fingerprint Dive into the research topics where Sheng-Mao Chang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Taiwan Medicine & Life Sciences
Right-censored Data Mathematics
Binary Response Mathematics
Lasso Mathematics
Regression Mathematics
Bayesian Variable Selection Mathematics
Paired Data Mathematics
Residual Lifetime Mathematics

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Projects 2007 2018

Research Output 2007 2019

  • 73 Citations
  • 3 h-Index
  • 16 Article
  • 2 Conference contribution
1 Citation (Scopus)

Identifying individual risk rare variants using protein structure guided local tests (POINT)

West, R. M., Lu, W., Rotroff, D. M., Kuenemann, M. A., Chang, S-M., Wu, M. C., Wagner, M. J., Buse, J. B., Motsinger-Reif, A. A., Fourches, D. & Tzeng, J. Y., 2019 Feb 1, In : PLoS Computational Biology. 15, 2, e1006722.

Research output: Contribution to journalArticle

Open Access
Protein Structure
protein structure
Kernel Machines

Predictors of caregiver burden and care costs for older persons with dementia in Taiwan

Ku, L-J. E., Chang, S-M., Pai, M-C. & Hsieh, H. M., 2019 Jun 1, In : International Psychogeriatrics. 31, 6, p. 885-894 10 p.

Research output: Contribution to journalArticle

Costs and Cost Analysis
2 Citations (Scopus)
Epidermal Growth Factor Receptor
Non-Small Cell Lung Carcinoma
Quality of Life

Feedback Control for Binary Response

Chen, P. Y., Hsia, C. C., Su, Y. H., Chen, R-B. & Chang, S-M., 2018 May 9, Proceedings - 2017 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2017. Institute of Electrical and Electronics Engineers Inc., p. 21-24 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feedback control
Paired Data
Copula Models
Sample Size Calculation
Survival Model
Right-censored Data


An Empirical Bayesian Approach for Testing Normality

Author: 易錦, 呂., 2017 Sep 12

Supervisor: Chang, S. (Supervisor)

Student thesis: Master's Thesis

Bayesian Estimation of Semi-Nonparametric Distribution

Author: 怡如, 陳., 2017 Jul 28

Supervisor: Chang, S. (Supervisor)

Student thesis: Master's Thesis

Nonparametric Bayesian Change-Points Detection for Logistic Regressions with Streaming Data

Author: 名哲, 董., 2017 Aug 8

Supervisor: Chang, S. (Supervisor)

Student thesis: Master's Thesis