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
Right-censored Data
Mathematics
Taiwan
Medicine & Life Sciences
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 2018
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
1
Citations
(Scopus)
Exploring the relationship between nursing hours per patient day and mortality rate of hospitalised patients in Taiwan
Chang, Y. C., Yen, M-F., Chang, S-M. & Liu, Y., 2017 Mar 1, In : Journal of Nursing Management. 25, 2, p. 85-92 8 p.Research output: Contribution to journal › Article
Taiwan
Nursing
Inpatients
Mortality
Confounding Factors (Epidemiology)
Fast Bayesian variable screenings for binary response regressions with small sample size
Chang, S-M., Tzeng, J. Y. & Chen, R-B., 2017 Sep 22, In : Journal of Statistical Computation and Simulation. 87, 14, p. 2708-2723 16 p.Research output: Contribution to journal › Article
Binary Response
Small Sample Size
Screening
Regression
Posterior Mean