Sheng-Mao Chang

Associate Professor

  • 63 Citations
  • 3 h-Index
20072018
If you made any changes in Pure these will be visible here soon.

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 Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 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.

Projects 2007 2018

廣義線性模型隨機效用之檢定

Chang, S.

16-08-0117-07-31

Project: Research projectResearch

貝氏自變數篩選方法應用於存活資料分析之探討

Chang, S.

15-08-0116-07-31

Project: Research projectResearch

貝氏自變數篩選方法應用於二元迴歸分析之探討

Chang, S.

14-08-0115-07-31

Project: Research projectResearch

線上資料分析之統計方法

Chang, S.

11-08-0112-07-31

Project: Research projectResearch

Research Output 2007 2018

  • 63 Citations
  • 3 h-Index
  • 14 Article
  • 2 Conference contribution
1 Citations
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 proceedingConference contribution

Hinges
Feedback control
Defects
Logistics
Industry
Paired Data
Copula Models
Sample Size Calculation
Survival Model
Right-censored Data
1 Citations
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 journalArticle

Binary Response
Small Sample Size
Screening
Regression
Posterior Mean