著作 & 會議
著作
Yang, H.-D., Chang, A., Hsu, W.-W., & Chen, C.-S.* (2023). A zero-inflated model for spatiotemporal count data with extra zeros: application to 1950–2015 tornado data in Kansas. Environmental and Ecological Statistics, https://doi.org/10.1007/s10651-023-00586-3.
Yang, H.-D.*, Lee, Y.-H., & Lin, C.-Y. (2023). On Study of the Occurrence of Earth-Size Planets in Kepler Mission Using Spatial Poisson Model. Mathematics, 11(11), 2508.
Chang, C.-H., Hsu, H.-L., Zhuang, Y.-P., & Yang, H.-D.* (December, 2022). A spatial model averaging approach for predicting the traffic flow in Taiwan. Journal of the Chinses Statistical Association, 60, 261-301.
Yang, H.-D., Chiou, Y.-H., & Chen, C.-S.* (2021). Estimation and selection for spatial regression when covariates and random effects are correlated. Communications in Statistics-Theory and Methods, 52(3), 939-955.
Chiou, Y.-H., Yang, H.-D., & Chen, C.-S.* (2019). An Adjusted Parameter Estimation for Spatial Regression with Spatial Confounding. Stochastic Environmental Research and Risk Assessment, 33(8), 1535-1551.
Yang, H.-D. & Chen, C.-S.* (2017). On Estimation and Prediction of Geostatistical Regression Models via a Corrected Stein’s Unbiased Risk Estimator. Environmetrics, 28(1), 1-14.
Chen, C.-S.*, Yang, H.-D., & Li, Y. (2014). A Stabilized and Versatile Spatial Prediction Method for Geostatistical Models. Environmetrics, 25(2),127-141.
Lee, Y.-H., Yang, H.-D., & Chen, C.-S.* (2012). Spatial Risk Assessment of Typhoon Cumulated Rainfall: A Case Study in Taipei Area. Stochastic Environmental Research and Risk Assessment, 26(4), 509-517.
Chen, C.-S.* & Yang, H.-D. (2011). A Joint Modeling Approach for Spatial Earthquake Risk Variations. Journal of Applied Statistics, 38(8), 1733-1741.
會議
國際會議經歷:
2022
Invited speaker, An explanatory study for the occurrence of Earth-size planets in the Kepler mission via spatial Poisson model, 2022 International Statistical Symposium JSS-KSS-CSA, Japan, 09/05-09/08
2019
Invited speaker, Spatial Regression Model Selection When Covariates and Random Effects Are Correlated, 2019 ICSA China conference, NanKai University, Tianjin, China, 07/01-07/04
2014
Contributed speaker, A Version of MSPE for Estimating Parameters in Spatial Regression Models, ASC-IMS 2014, Australian Technology Park, Australia, 07/07-07/10
國內會議經歷:
2023
演講人,Revealing Spatiotemporal Patterns in Event Occurrence: A Bayesian Zero-Inflated Poisson Regression Approach with Application to Methylenedioxymethamphetamine Cases in Kaohsiung City,112年統計學術研討會暨清華大學統計所35週年學術研討會,國立清華大學統計學研究所,12/01
演講人,Variation-based model average prediction for spatial data with nonstationary correlation structure,第三十二屆南區統計研討會,國立東華大學應用數學系,06/29-06/30
演講人,A prediction variation-based weights estimation for nonstationary spatial model average,2023統計學門研究成果發表會,國立中興大學應用數學系暨統計學研究所,01/15-01/16
2022
演講人,On the occurrence assessing for Earth-size planets in Kepler mission via the spatial Poisson regression model,第三十一屆南區統計研討會,逢甲大學統計學系、應用數學系,06/24-06/25
2021
演講人,A predicting perspective variable selection for the spatial regression model under the presence of spatial confounding,2021 海峽兩岸機率與統計學術研討會,國立政治大學統計學系,07/31
2020
演講人,Zero-inflated model for longitudinal spatial count data with extreme zeros,第二十九屆南區統計研討會,國立中正大學數學系,08/20-08/21
演講人,A joint modeling approach for spatiotemporal data with extreme zeros based on zero-inflated models,高大中山統計學術研討會,國立高雄大學,07/08
2019
演講人,Model selection for spatial regression under the presence of spatial confounding,108年統計學術研討會,國立交通大學統計學研究所,12/14
演講人,Spatial regression model selection when covariates and random effects are correlated,第二十八屆南區統計研討會,國立中興大學應用數學系暨統計學研究所,06/21-06/22
2018
演講人,Estimation and selection for spatial regression under the presence of spatial confounding,2018 中華民國數學年會,國立師範大學數學系,12/08-12/09
演講人,A forecast-oriented parameter estimation method for geostatistical models,2018智慧科技與應用統計研討會,國立清華大學師資培育中心,05/19
2017
演講人,A forecast-oriented parameter estimation method for geostatistical models,第二十六屆南區統計研討會,國立台北大學統計學系,06/23-06/24
2016
演講人,On estimation and prediction of geostatistical regression models via a corrected SURE,第二十五屆南區統計研討會,國立中山大學應用數學系,06/24-06/25
2014
演講人,A version of MSPE for estimating parameters in spatial regression models,第二十三屆南區統計研討會,國立東華大學應用數學系,06/27-06/28
2012
演講人,A reliant procedure for spatial predicting based on data perturbation technique,第二十一屆南區統計研討會,輔仁大學統計資訊學系,06/29-06/30
2010
演講人,A joint modeling approach for spatial risk variations,第十九屆南區統計研討會,國立成功大學統計學系,07/06-07/07