Projects per year
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.
Research Output 2007 2019
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, TaiwanResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
1
Citation
(Scopus)
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
Open Access
Spirometry
Taiwan
Lung
Linear Models
Reference Values
Thesis
An Empirical Bayesian Approach for Testing Normality
Author: 易錦, 呂., 2017 Sep 12Supervisor: Chang, S. (Supervisor)
Student thesis: Master's Thesis
Bayesian Estimation of Semi-Nonparametric Distribution
Author: 怡如, 陳., 2017 Jul 28Supervisor: 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 8Supervisor: Chang, S. (Supervisor)
Student thesis: Master's Thesis