Sheng-Mao Chang

Associate Professor

  • 76 Citations
  • 3 h-Index
20072019
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Personal profile

Education

  • 2007 PhD, Statistics, North Carolina State University

Research Interests

  • Generalized linear mixed model
  • Statistical computing
  • Stochastic approximation

Experience

  • 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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2007 2018

Research Output 2007 2019

  • 76 Citations
  • 3 h-Index
  • 18 Article
  • 6 Conference contribution

A New Perspective on Analyzing World University Rankings

Hsueh, C-M., Chang, S-M. & Chen, R-B., 2019 Sep, In SEAAIR (東南亞校務研究協會) 2019 19th Annual Conference. Taipei, Taiwan

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

Dynamic Changes of Health Utility in Lung Cancer Patients Receiving Different Treatments: A 7-Year Follow-up

Yang, S. C., Kuo, C. W., Lai, W. W., Lin, C. C., Su, W. C., Chang, S. M. & Wang, J. D., 2019 Nov, In : Journal of Thoracic Oncology. 14, 11, p. 1892-1900 9 p.

Research output: Contribution to journalArticle

Open Access
Lung Neoplasms
Health
Quality of Life
Drug Therapy
Therapeutics
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
Aggregation
Agglomeration
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

Taiwan
Caregivers
Dementia
Costs and Cost Analysis
Interviews

Reference equations for spirometry in healthy Asian children aged 5 to 18 years in Taiwan

Chang, S. M., Tsai, H. J., Tzeng, J. Y., Yeh, K. W., Chen, L. C., Lai, S. H., Liao, S. L., Hua, M. C., Tsai, M. H., Huang, J. L. & Yao, T. C., 2019 Nov, In : World Allergy Organization Journal. 12, 11, 100074.

Research output: Contribution to journalArticle

Open Access
Spirometry
Taiwan
Lung
Linear Models
Reference Values

Thesis

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