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
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
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
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