Joon Jin Song, Ph.D
Associate Professor of Statistical Science
Ph.D., Statistics, Texas A&M University, 2004
M.S., Statistics, Kyungpook National University, Korea, 1999
B.S., Yeungnam University, Korea, 1997
Major area of research
Spatial Statistics, Functional Data Analysis, Bioinformatics
Courses currently teaching
3381 Probability and Statistics
5377 Spatial Statistics
5362 Time Series Analysis
Song, J. J. and Kim, J.-M. (2012). Bayesian analysis of randomized response sum score variables. Communications in Statistics: Theory and Methods 41, 1875-1884.
Song, J. J. and De Oliveira, V. (2012). Bayesian model selection in spatial lattice models. Statistical Methodology 9, 228-238.
Anbarci, N., Boyd, J., Floehr, E., Lee, J., and Song, J. J. (2011). Population and income sensitivity of private and public weather forecasting. Regional Science and Urban Economics 41, 124-133.
Lee, K., Joo, Y., Song, J. J., and Harper, D. W. (2011). Analysis of zero-inflated clustered count data: A marginalized model approach. Computational Statistics and Data Analysis 55, 824-837.
Song, J. J., Ren, Y., and Yan, F. (2009). Classification for high-throughput data with an optimal subset of principal components. Computational Biology and Chemistry 33, 408-413.
De Oliveira, V. and Song, J. J. (2008). Bayesian analysis of simultaneous autoregressive models. Sankhya B 70-B, 323-350.
Song, J. J., Deng, W., Lee, H.-J., and Kwon, D. (2008). Optimal classification for time-course microarray data using functional data analysis. Computational Biology and Chemistry 32, 426-432.
Song, J. J., Ghosh, M., Miaou, S.-P., and Mallick, B. (2006). Bayesian multivariate spatial models for roadway traffic crash mapping. Journal of Multivariate Analysis 97, 246-273.