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Assitant Professor

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Josue Martinez, PhD

Joint Assistant Professor
Epidemiology & Biostatistics

217 Administration Building
College Station, Texas 77843-1266
Phone: 979-458-0079
Fax: 979-458-1877
Email: jgmartinez@srph.tamhsc.edu

Education and Post-Graduate Training

Ph.D. Statistics, Rice University - 2008

M.A., Statistics, Rice University - 2007

M.S., Industrial Engineering, Texas A&M University-Kingsville - 2001

B.S. Mathematics, The University of Texas - 1998

Research Interests

Functional Data Analysis

Medical Imaging

Microarray Analysis

Bioinformatics

Selected Publications

Martinez, J.G., Cox, D.D. (2010).  Investigation of the tau-leap method for stochastic simulation.  VDM Verlag Dr. Mller, ISBN (978-3-639-30041-3).

Calderon, C.P., Martinez, J.G., Carroll, R.J., Sorensen, D.C. (2010).  P-Splines Using Derivative Information.  Multiscale Modeling & Simulation, 8 1562-1580.

Martinez, J.G., Liang, F., Zhou, L., Carroll, R.J. (2010).  Longitudinal Functional Principal Component Modeling via Stochastic Approximation Monte Carlo (SAMC).  Canadian Journal of Statistics, 38(2), 256-270.

Zhou, L., Huang, J., Martinez, J.G., Maity, A., Baladandayuthapani V., Carroll, R.J. (2010).  Reduced rank mixed effects models for spatially correlated hierarchical functional data.  Journal of the American Statistical Association, 105(489), 390-400.

Martinez, J.G., Carroll, R.J., Mueller, S., Sampson, J.N., Chatterjee, N. (2010).  A Note on the Effect on Power of Score Tests via Dimension Reduction by Penalized Regression under the Null.  The International Journal of Biostatistics, 6(1), Article 12.

Martinez, J.G., Huang, J.Z., Carroll, R.J. (2010) A Note on Using Multiple Singular Value Decompositions to Cluster Complex Intracellular Calcium Ion Signals.  Statistical Modelling and Regression Structures, Festschrift in Honour of Ludwig Fahrmeir, (eds. Kneib, T. and G. Tutz, G.), Berlin/Heidelberg, Springer-Verlag.

Martinez, J.G., Huang, J.Z., Burghardt, R.C., Barhoumi, R., Carroll, R.J. (2009).  Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals.  Annals of Applied Statistics, 3(4), 1467-1492.

Guerrero, T.M., Martinez, J.G., McCurdy, M.R., Wolski, M. and McAleer, M.F. (2010).  Elevation in Exhaled Nitric Oxide Predicts for Radiation Pneumonitis.  International Journal of Radiation Oncology, Biolog, Physics, in press

Castillo, E., Castillo, R., Martinez, J. Maithili, S., Guerrero, T. (2010).  Four dimensional deformable image registration using trajectory modeling.  Physics in Medicine and Biology, 55(1): 305-327.

Castillo, R., Castillo, E., Martinez, J., Guerrero, T. (2010).  Ventilation from four dimensional computed tomography:  Density versus jacobian methods.  Physics in Medicine and Biology, 55(16):  4661-4685.