Ya-Mei Chang

office: Room 446

Phone: (05)2720411#66117

Fax: (05)2720497

Email:  yameic@ccu.edu.tw

空間統計

環境統計

機器學習

• 國立清華大學統計所博士(2002/09~2008/07)

• 國立中正大學數學系， 副教授(2024/08~迄今)
• 私立淡江大學統計學系，副教授(2014/02~2024/07)
• 私立淡江大學統計學系 ， 助理教授(2011/02~2014/01)
• 澳大利亞聯邦科學及產業研究組織(CSIRO) ，博士後研究員(2008/09~2011/01)

期刊論文

1. Chang, Y.-M.* and Hsieh P.-Y.. Using similarity indices for investigating species association in presence-absence data (2024). Journal of Taiwan Intelligent Technologies and Applied Statistics, 22(1), 26-41.
2. Chang, Y.-M.* and Huang, Y.-C.. Estimating species abundance from presence-absence maps by kernel estimation. (2023) Journal of Agricultural, Biological and Environmental Statistics, DOI 10.1007/s13253-023-00589-4, https://link.springer.com/article/10.1007/s13253-023-00589-4
3. Chang, Y.-M.*, Rakshit, S., Huang, C.-H., and Wu W.-H.. Probabilistic approaches for investigating species co-occurrence from presence-absence maps (2023). PeerJ 11:e15907 https://doi.org/10.7717/peerj.15907.
4. Baddeley, A.* and Chang, Y.-M.. Robust algorithms for simulating spatial cluster processes (2023). Journal of Statistical Computation and Simulation, 93(12), 1950-1975.
5. Chang, Y.-M.*, Ho, Y.-Z., and Teng, M.-C.. Spatial prediction for Taiwan PM2.5 data by simple kriging (2022). Journal of the Chinese Statistical Association, 60(3), 162-177.
6. Chang, J.-M.*, Zeng, H., Han, R., Chang, Y.-M., Shah, R., Salafia, C. M., Newschaffer, C., Miller, R. K., Katzman, P., Moye, J., Fallin, M., Walker, C. K., and Croen, L..  Autism risk classification using placental chorionic surface vascular network features (2017). BMC Medical Informatics and Decision Making, 17(162), 1-13.
7. Baddeley, A.*, Chang, Y.-M., Song, Y. and Turner, R.. Residual diagnostics for covariate effects in spatial point process models (2013). Journal of Computational and Graphical Statistics, 22(4), 886-905.
8. Chang, Y.-M.*. Spatial distribution of  in Taiwan area (2013). Journal of Taiwan Intelligent Technologies and Applied Statistics, 11(1), 25-34.
9. Chang, Y.-M.*, Baddeley, A., Wallace, J. and Canci, M.. Spatial statistical analysis of tree deaths using airborne digital imagery (2013). International Journal of Applied Earth Observation and Geoinformation, 21, 418-426.
10. Baddeley, A.*, Chang, Y.-M. and Song, Y.. Leverage and influence diagnostics for spatial point processes (2013). Scandinavian Journal of Statistics, 40(1), 86-104.
11. Baddeley, A.*, Chang, Y.-M., Song, Y. and Turner, R.. Nonparametric estimation of the dependence of a spatial point process on spatial covariates (2012). Statistics and Its Interface, 5(2), 221-236.
12. Hsu, N.-J.*, Chang, Y.-M. and Huang, H.-C.. A group lasso approach for non-stationary spatial-temporal covariance estimation (2012). Environmetrics, 23(1), 12-23.
13. Chang, Y.-M., Hsu, N.-J. and Huang, H.-C. (2010). Semiparametric Estimation and Selection for Nonstationary Spatial Covariance Functions. Journal of Computational and Graphical Statistics, 19, 117-139.
14. Hsu, N.-J., Hung, H.-L. and Chang, Y.-M. (2008). Subset Selection for Vector Autoregressive Processes. Computational Statistics and Data Analysis, 52, 3645-3657.