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| Chin-Shang Li, PhD
Associate Professor
Department of Public Health Sciences
Division of Biostatistics
MS1C Room 145
University of California, Davis
Davis, California 95616
Phone: (916) 703-9172 (O) (Tu - Th); (530) 754-6460 (O) (M and F)
FAX: (916) 703-9124 (O) (Tu - Th); (530) 754-6793 (O) (M and F)
cssli@ucdavis.edu |
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Education:
BS - National Chung Hsing University, Taichung, Taiwan, R.O.C. (1984)
MS - National Chung Hsing University, Taichung, Taiwan, R.O.C. (1986)
PhD - Texas A&M University (1997)
Experience:
June 26, 2006 – Nov. 27, 2007 - Associate Member, Department of Biostatistics, St. Jude Children's
Research Hospital, Memphis, TN
July 1, 2001 - June 25, 2006 - Assistant Member, Department of Biostatistics, St. Jude Children's
Research Hospital, Memphis, TN
Nov. 2001 -- Nov. 27, 2007 - Adjunct Professor, Department of Mathematical Sciences
University of Memphis, Memphis, TN
Research Interests:
- Lack-of-fit tests
- Cure models (including survival analysis)
- Semiparametric and nonparametric regression
- Generalized linear models
- Longitudinal data analysis
- Statistical methodology for genetic data
- Large sample theory
Selected Publications
Statistics Journal Publications:
- Eubank, R. and Li, C.S. (2008). A diagnostic test for parallelism. International Journal of Statistical Sciences, in press.
- Li, C.S. and Tu, W. (2007). A spline-based lack-of-fit test for independent variable effect in Poisson regression. Journal of Modern Applied Statistical Method, 6, 239-247.
- Hunt, D. and Li, C.S. (2006). A regression spline model for developmental data. Toxicological Sciences, 92, 329-334.
- Li, C.S. (2005). Using local linear kernel smoothers to test the lack of fit of nonlinear regression models. Statistical Methodology, 2, 267-284.
- Li, C.S. (2005). Testing lack of fit for heteroscedastic nonlinear regression models via locally weighted least squares regression. Far East Journal of Theoretical Statistics, 16, 29-54.
- Eubank, R.L., Li, C.S., and Wang, S. (2005). Testing lack-of-fit of parametric regression models using nonparametric regression techniques. Statistica Sinica, 15,135-152.
- Li, C.S. and Cheng, C. (2004). Stable classification with applications to microarray data. Computational Statistics & Data Analysis, 47, 599-609.
- Li, C.S. and Hunt, D. (2004). Regression splines for threshold selection with application to a random-effects logistic dose-response model. Computational Statistics & Data Analysis, 46, 1-9.
- Li, C.S., Liang, H., Hsieh, Y.H., and Twu, S.J. (2003). Comparison of viral trajectories in AIDS studies by using nonparametric mixed-effects models. Journal of Modern Applied Statistical Method, 2(2), 443-450.
- Li, C.S. (2003). A lack-of-fit test for heteroscedastic regression models via cosine-series smoothers. The Australian & New Zealand Journal of Statistic, 45(4), 477-489.
- McSorley, E.O., Lu, J.C., and Li, C.S. (2002). Performance of parameter-estimates in step-stress accelerated life-tests with various sample-sizes. IEEE Transactions on Reliability, 51(3), 271-277.
- Li, C.S. and Taylor, J.M.G. (2002). A semiparametric accelerated failure time cure model. Stat Med, 21, 3235-3247.
- Li, C.S. and Taylor, J.M.G. (2002). Smoothing covariate effects in cure models. Communications in Statistics, 31(3), 477-493.
- Li, C.S., Taylor, J.M.G., and Sy, J.P. (2001). Identifiability of cure models. Statistics & Probability Letters, 54(4), 389-395.
- Li, C.S. (2001). Testing for linearity in generalized linear models using kernel smoothing. Journal of Statistical Computation and Simulation, 69(4), 339-351.
- Chen, D., Li, C.S., Lu, J.C., and Park, J. (2000). Parameter estimation for bivariate shock models with censored data. Aust N Z J Stat, 42, 323-336.
- Li, C.S. (1999).Testing lack of fit of regression models under heteroscedasticity. Can J Stat, 27, 485-496.
- Li, C.S., Lu, J.C., Park, J., Kim, K., Brinkley, P.A., and Peterson, J.P. (1999). Multivariate zero-inflated Poisson models and their applications. Technometrics, 41, 29-38.
- Chen, D., Lu, J.C., Hughes-Oliver, J.M., and Li, C.S. (1998). Asymptotic properties of maximum likelihood estimates for a bivariate exponential distribution and mixed censored data. Metrika, 48,109-125.
Book Chapters:
- Li, C.S. (2007). Nonparametric regression techniques in survival analysis. A contributed book volume on Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques, Eds. D. Hong & Y. Shyr, World Scientific Publishing Company PTE LTD, Singapore.
- Li, C.S. (2004) Failure-time model. Encyclopedia of Biopharmaceutical Statistics, Marcel Dekker, Inc.
Medical Publications:
- Helton, K.J., Weeks, J.K., Phillips, N.S., Zou, P., Kun, L.E., Khan, R.B., Gajjar, A.J., Fouladi, M., Broniscer, A., Boop, F., Li, C.S., and Ogg, R.J. (2008). Diffusion tensor imaging of brainstem tumors: axonal degeneration of motor and sensory tracts. Journal of Neurosurgery: Pediatrics, accepted
- McCarville, M.B., Goodin, G.S., Fortner, G., Li, C.S., Smeltzer, M.P., Adams, R., and Wang, W. (2008). Evaluation of a comprehensive transcranial Doppler screening program for children with sickle cell anemia. Pediatric Blood and Cancer, accepted
- Martin, M.B., Li, C.S., Rowland, C.C., Howard, S.C., and Kaste, S.C. (2008). Correlation of bone age, dental age, and chronological age in survivors of childhood acute lymphoblastic leukemia. International Journal of Paediatric Dentistry, accepted
- Hankins, J.S., Wynn, L.W., Brugnara, C., Hillery, C., Li, C.S., and Wang, W.C. (2008). Phase I study of magnesium pidolate in combination with Hydroxyurea for children with sickle cell anemia. British Journal of Haematology, 140(1), 80-85.
- Hankins, J., Helton, K., McCarville, B., Li, C.S., Wang, W., and Ware, R.E. (2008). Preservation of spleen and brain functions in children with sickle cell anemia treated with hydroxyurea. Pediatric Blood and Cancer, 50(2), 293-297.
- Anghelescu, D.L., Burgoyne, L.L., Liu, T., Li, C.S., Pui, C.H., Hudson, M.M., Furman, W.L., and Sandlund, J.T. (2007). Clinical and diagnostic imaging findings predict anesthetic complications in children presenting with malignant mediastinal masses. Pediatric Anesthesia, 17(11), 1090–1098.
- Lyle, C.E., Wilson, M.W, Li, C.S., and Kaste, S.C. (2007). Comparison of orbital volumes in enucleated patients with unilateral retinoblastoma: hydroxyapatite implants versus silicone implants. Ophthalmic Plastic and Reconstructive Surgery, 23(5), 393-396.
- Hankins, J., Hinds, P., Day, S., Carroll, Y., Li, C.S., Garvie, P., and Wang, W. (2007). Therapy preference and decision-making among patients with severe sickle cell anemia and their families. Pediatric Blood and Cancer, 48, 705-710.
- McCarville, B., Goodin, G., Whittle, S., Smeltzer, M., Li, C.S., and Shulkin, B. (2007). Correlation of PET-CT findings and histology in children with solid malignancies. Pediatric Radiology, 37 (Suppl 1), S46-S70 Abstract #31.
- Funk, A.J., Mandrell, T., Lokey, SJ, Kosanke, S., Li CS, and Potter, C.F. (2007).Effects of leukotriene receptor antagonism on pulmonary morphology in rat pup lungs exposed to hyperoxia. Comparative Medicine, 57(2), 186-192.
- Shan, Z.Y., Liu, J.Z., Glass, J.O., Gajjar, A., Li, C.S., and Reddick, W.E. (2006). Quantitative morphologic evaluation of white matter in survivors of childhood medulloblastoma. Magnetic Resonance Imaging, 24, 1015-1022.
- Glass, J.O., Reddick, W.E., Li, C.S., Laningham, F.H., Helton, K.J., and Pui, C.H. (2006). Computer-aided detection of therapy-induced leukoencephalopathy in pediatric acute lymphoblastic leukemia patients treated with intravenous high-dose methotrexate. Magnetic Resonance Imaging, 24, 785-791.
- McCarville, M.B., Streck, C., Dickson, P.V., Li, C.S., Nathwani, A.C., and Davidoff, A.M. (2006). Angiogenesis Inhibitors in a Murine Neuroblastoma Model: Quantitative Assessment of Intratumoral Blood Flow with Contrast-enhanced Gray-Scale US. Radiology, 240, 73-81.
- McCarville, M.B., Lederman, H.M., Santana, V.M., Daw, N.C., Shochat, S., and Li, C.S., and Kaufman, RA. (2006). Distinguishing benign from malignant pulmonary nodules with helical chest CT in children with malignant solid tumors. Radiology, 239, 514-520.
- Helton, K.J., Phillips, N.S., Khan, R.B., Boop, F.A., Sanford, R.A., Zou, P., Li, C.S., Langston, J.W., and Ogg, R.J. (2006). Diffusion tensor imaging of tract involvement in children with pontine tumors. American Journal of Neuroradiology, 27,786-793.
- Metzger, M.L., Hudson, M.M., Somes, G., Shorr, R., Li, C.S., Krasin, M.J., Shelso, J., Pui, C.H., and Howard, S.C. (2006). White race as a risk factor for hypothyroidism after treatment for pediatric Hodgkin’s lymphoma. Journal of Clinical Oncology, 24, 1516-1521.
- McCarville, M.B., Dickson, P.V., Gaber, W, Li, C.S., and Davidoff, A.M. (2006). Evaluation of changes in solid tumor vascularity induced by interferon-beta therapy using quantitative contrast-enhanced ultrasonography, intra-vital microscopy and histology. J Ultrasound Med, 25, S1-S118. Abstract # 200863.
- Metzger, M.L., Howard, S.C., Hudson, M.M., Gow, K.W., Li, C.S., Krasin, M.J., Merchant, T., Kun, L., Shelso, J., Pui, C.H., Shochat, S.J., McCarville, M.B. (2006). Natural history of thyroid nodules in survivors of pediatric Hodgkin lymphoma. Pediatric Blood and Cancer, 46, 314-319.
- McCarville, M.B., Streck, C., Li, C.S., and Davidoff, A.M. (2005). Quantitative measurement of microbubble ultrasound contrast agent ow to assess the e_cacy of angiogenesis inhibitors in vivo. Pediatric Radiology, 35, S54
- Reddick, W.E., Glass, J.O., Helton, K.J., Langston, J.W., Li, C.S., and Pui, C.H. (2005). A quantitative MR imaging assessment of leukoencephalopathy in children treated for acute lymphoblastic leukemia without irradiation. American Journal of Neuroradiology, 26, 2371-2377.
- Zou, P., Hutchins, S., Dutzkiewicz, R., Li, C.S., and Ogg, R.J. (2005). Effects of EPI readout bandwidth on measured activation map and BOLD response in fMRI experiments. NeuroImage, 27, 15-25.
- Ahn, H., Li, C.S., and Wang, W. (2005). Sickle cell hepatopathy: clinical presentation, treatment and outcome in pediatric and adult patients. Pediatric Blood and Cancer, 45, 184-190.
- Hankins, J., Jeng, M., Harris, S., Li, C.S., Liu, T., and Wang, W. (2005). Chronic transfusion therapy for children with sickle cell disease and recurrent acute chest syndrome. Journal of Pediatric Hematology/Oncology, 27,158-161.
- Jeng, M.R., Naidu, P.E., Rieman, M.D., Kelly, P., Rodriguez-Galindo, C., Li, C.S., Thornton, D., Nottage, K., and Wang, W.C. (2005) Granulocyte-Macrophage colony stimulating factor and immunosuppression in the treatment of pediatric aquired severe aplastic anemia. Pediatric Blood and Cancer, 24, 1-6.
- Zou, P., Mulhern, R.K., Butler, R.W., Li, C.S., Langston, J.W., and Ogg, R.J. (2005). Hemodynamic responses to visual stimulation in survivors of childhood cancer. NeuroImage, 24, 61-69.
- Williams, R., Olivi, S, Li, C.S., Storm, M., Cremer, L., Mackert, P., and Wang, W. (2004). Oral glutamine supplementation decreases resting energy expenditure in children and adolescents with sickle cell anemia. Journal of Pediatric Hematology/Oncology, 26, 619-625.
- Rodriguez, C.A., Atkinson, R., Bitar, W., Whitney, C.G., Edwards, K.M., Mitchell, L., Li, J., Sublett, J., Li, C.S., Liu, T., Chesney, P.J., and Tuomanen, E.I. (2004). Tolerance to vancomycin in pneumococci: Detection with a molecular marker and assessment of clinical impact. Journal of Infectious Diseases, 190, 1481-1487.
- Jeng, M.R., Adams-Graves, P., Howard, T.A., Whorton, M., Li, C.S., and Ware, R.E. (2003). Identification of hemochromatosis gene polymorphisms in chronically transfused patients with sickle cell disease. American Journal of Hematology, 74, 243-248.
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