Selected Publications
Referred Articles
- Chen, S.C. (2004). Election Study: A mathematical model for recounting, Journal of the Chinese Statistical Association. 42(3), 277-287
- Chen*, S.C., and Lindsay, B. (2006) Building mixture trees from binary sequence data, Biometrika. 93(4), 843-860.
- Wilson, J. R., and Chen*, S. C. (2007). Dirichlet-multinomial Model with Varying Response Rates over Time, Journal of Data Science, 5(2), 413-423.
- Lindsay, B., Markatou* M., Ray, S., Yang, K., and Chen, S. C. (2008). Quadratic distances on probabilities: the foundations, The Annals of Statistics, Vol. 36, No. 2, 983-1006.
- Geetha, T., Langlais, P., Luo, M., Mapes, R., Lefort, N., Chen, S. C., Mandarino, L., J., and Yi,* Z. (2011). Label-free Proteomic Identification of Endogenous, Insulin-stimulated Interaction Partners of Insulin Receptor Subsrate-1, Journal of The American Society for Mass Spectrometry.
- Chen*, S. C., Rosenberg, M., and Lindsay, B. (2011). MixtureTree: a program for constructing phylogeny, 12:111 BMC Bioinformatics. (highly accessed paper)
- Chen*, S. C., Li, L. A., Shen, L., and He, J.(2012). Influence of choices of statistical models on neural spike trend, Journal of Data Science.10(4), 619-651.
- Chen*, S. C. and Lindsay, B. (2012). Improving tree construction with mutation kernel, Computational Statistics and Data Analysis.
- Chen*, S. C., Tsai, T.H., Chung, C.H., and Li, W. H. (2015) “Dynamic association rules for gene expression data analysis”, BMC Genomics, 16, 786-805.
- Chen*, S. C. and Ogata, A. (2015) “MixtureTree Annotator: A program for automatic colorization and visual annotation of MixtureTree, PLoS ONE, 10(3), e0118893.
- Chen*, S. C., Hayden, D., and Young, S. (2015) “The wavelet transforms and statistical models for near infrared spectra analysis”, Journal of Mathematical Chemistry, 53(2), 551-572.
Referred Chapters in Books
- Fu, J.C., Lou*, W. Y.W., and Chen, S.C. (1999). On the probability of pattern matching in non-aligned DNA sequences: a finite Markov chain imbedding approach. Book chapter in Scan Statistics and Applications, edited by J. Glaz and N. Balashrinan, Birkhauser, 287-302.
- Chen*, S. C., Li, M., Rosenberg, M., and Lindsay, B. (2011). Mixture tree construction and its applications. Book chapter in Handbook of Computational Statistics: Statistical Bioinformatics, edited by H. S. Lu, B. Schoelkopf, and H. Zhao, Springer-Verlag, 135-147.
Technical Reports
- Li*, Lung-An, Chen, S.C., Chen, W. T., and He, J. P. (2011) An integrated method for analyzing the function of central nervous system when pooling various environments. Institute of Statistical Science, Academia Sinica, Taipei, Taiwan.
Sponsored Research
- 0714949 Chen, S. C. (PI) 08/15/2007 to 07/31/2013
National Science Foundation; $624,592.00
Collaborative Research: Statistical Models and Algorithms for Genomic Data
My Role: PI
(co-PI: Dr. Michael Rosenberg, Associate Professor, School of Life Sciences, ASU)
- 11049336 Baoxin Li (PI) 08/01/2011 to 07/31/2013
NIH R21; $299,999.00
Exploring Clinically-relevant Image Retrieval for Diabetic Retinopathy Diagnosis
My role: Statistician (5%)
- R01 1R01DK081750-01A1 Zhengping Yi(PI)
12/01/2008-11/30/2012
NIH/NIDDK; $1,000,000
Human Skeletal Muscle Proteome and Phosphoproteome in Obesity and Type 2
diabetes
My Role: Co-PI
- 2P30AG01961006 Alexander (PI) 07/01/2006 to
06/30/2011
Sun Health Research Institute; $825,466.00
Arizona Alzheimer's Disease Core Center
My Role: Co-PI from 07/01/2006 to 06/30/2008.