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
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- 5 Similar Profiles
Taiwan
Medicine & Life Sciences
Right-censored Data
Mathematics
Binary Response
Mathematics
Lasso
Mathematics
Regression
Mathematics
Bayesian Variable Selection
Mathematics
Paired Data
Mathematics
Probability density function
Engineering & Materials Science
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output 2007 2019
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
2
Citations
(Scopus)
Dynamic changes in quality of life after three first-line therapies for EGFR mutation-positive advanced non-small-cell lung cancer
Yang, S-C., Lin, C-C., Lai, W-W., Chang, S-M., Hwang, J. S., Su, W-C. & Wang, J-D., 2018 Jan 1, In : Therapeutic Advances in Medical Oncology. 10Research output: Contribution to journal › Article
Epidermal Growth Factor Receptor
Non-Small Cell Lung Carcinoma
Quality of Life
Mutation
Therapeutics
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 proceeding › Conference contribution
Hinges
Feedback control
Defects
Logistics
Industry
Power and sample size calculation for paired right-censored data based on survival copula models
Su, P-F. & Chang, S-M., 2018 Jul 3, In : Communications in Statistics: Simulation and Computation. 47, 6, p. 1565-1582 18 p.Research output: Contribution to journal › Article
Paired Data
Copula Models
Sample Size Calculation
Survival Model
Right-censored Data
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., 2018 Jan 1, (Accepted/In press) In : International Psychogeriatrics.Research output: Contribution to journal › Article
Taiwan
Caregivers
Dementia
Costs and Cost Analysis
Interviews