Sheng-Mao Chang

Associate Professor

  • 81 Citations
  • 4 h-Index
20072019
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Research Output 2007 2019

  • 81 Citations
  • 4 h-Index
  • 18 Article
  • 6 Conference contribution
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Article
2019

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Open Access
Spirometry
Taiwan
Lung
Linear Models
Reference Values
2018
5 Citations (Scopus)
Epidermal Growth Factor Receptor
Non-Small Cell Lung Carcinoma
Quality of Life
Mutation
Therapeutics
Paired Data
Copula Models
Sample Size Calculation
Survival Model
Right-censored Data
2017
2 Citations (Scopus)
Taiwan
Nursing
Inpatients
Mortality
Confounding Factors (Epidemiology)
Binary Response
Small Sample Size
Screening
Regression
Posterior Mean
2 Citations (Scopus)

Geographic Variations and Time Trends in Cancer Treatments in Taiwan

Hsu, J. C., Chang, S. M. & Lu, C. Y., 2017 Aug 2, In : BMC Public Health. 18, 1, 89.

Research output: Contribution to journalArticle

Taiwan
Antineoplastic Agents
Neoplasms
Islands
Costs and Cost Analysis
2 Citations (Scopus)

Is what you choose what you want?—outlier detection in choice-based conjoint analysis

Ku, Y. C., Chiang, T. F. & Chang, S. M., 2017 Mar 1, In : Marketing Letters. 28, 1, p. 29-42 14 p.

Research output: Contribution to journalArticle

Deviation
Outlier detection
Choice-based conjoint analysis
Statistics
Outliers
3 Citations (Scopus)

Milr: Multiple-instance logistic regression with lasso penalty

Chen, P. Y., Chen, C. C., Yang, C. H., Chang, S-M. & Lee, K-J., 2017 Jun 1, In : R Journal. 9, 1, p. 446-457 12 p.

Research output: Contribution to journalArticle

Lasso
Logistic Regression
Penalty
Logistics
Maximum likelihood estimation
2016
3 Citations (Scopus)
Bayesian Variable Selection
Probit Model
Gibbs Sampler
Variable Selection
Markov processes

Confidence intervals for the ratio of two median residual lifetimes with left-truncated and right-censored data

Tsai, T. H., Tsai, W. Y., Chi, Y-C. & Chang, S-M., 2016 Mar 1, In : Biometrics. 72, 1, p. 232-241 10 p.

Research output: Contribution to journalArticle

Residual Lifetime
Right-censored Data
Probability density function
Confidence interval
confidence interval
2015
2 Citations (Scopus)

Double shrinkage estimators for large sparse covariance matrices

Chang, S-M., 2015 May 24, In : Journal of Statistical Computation and Simulation. 85, 8, p. 1497-1511 15 p.

Research output: Contribution to journalArticle

Shrinkage Estimator
Sparse matrix
Covariance matrix
Thresholding
Shrinking
2014

Maximizing complex likelihoods via directed stochastic searching algorithm

Chang, S-M., 2014 Oct 13, In : Communications in Statistics - Theory and Methods. 43, 20, p. 4281-4296 16 p.

Research output: Contribution to journalArticle

Likelihood
Roots
Multiple Solutions
Optimal Parameter
Likelihood Function
2012
8 Citations (Scopus)

The profile and familiality of personality traits in mood disorder families

Wu, P. J., Chang, S. M., Lu, M. K., Chen, W. J., Yang, Y. K., Tzung-Liehyeh, Liao, S. C., Lu, R. B. & Kuo, P. H., 2012 May 1, In : Journal of Affective Disorders. 138, 3, p. 367-374 8 p.

Research output: Contribution to journalArticle

Mood Disorders
Personality
Bipolar Disorder
Major Depressive Disorder
2009
37 Citations (Scopus)

Gene-trait similarity regression for multimarker-based association analysis

Tzeng, J. Y., Zhang, D., Chang, S. M., Thomas, D. C. & Davidian, M., 2009 Sep 1, In : Biometrics. 65, 3, p. 822-832 11 p.

Research output: Contribution to journalArticle

Haplotypes
haplotypes
Genes
Regression
Haplotype
2007
16 Citations (Scopus)

Extreme value distributions for the skew-symmetric family of distributions

Chang, S-M. & Genton, M. G., 2007 Jul 1, In : Communications in Statistics - Theory and Methods. 36, 9, p. 1705-1717 13 p.

Research output: Contribution to journalArticle

Extreme Value Distribution
Skew
Probability density function
Symmetric Distributions
Family