陳怡如
姓名 陳怡如
電子郵件
聯絡電話 81238
職稱 副教授
專長領域 空間資料分析、健康資料分析、臨床試驗
當學年教授課程 統計學(一)、統計學(二)、機率論、臨床試驗統計實務
Office-hour 星期一:14:00~16:00(需預約)
年度 論文名稱
2022 Vivian Yi-Ju Chen*;Tse-Chuan Yang, 2022.12, 'Spatial and Statistical Heterogeneities in Population Science Using Geographically Weighted Quantile Regression, ' Journal of Population Studies, Vol.65, pp.43-84.(TSSCI)(*為通訊作者), vol. 109900, Dec. 2022
2022 Vivian Yi-Ju Chen*;Kiwoong Park;Feinuo Sun;Tse-Chuan Yang, 2022.04, 'Assessing COVID-19 risk with temporal indices and geographically weighted ordinal logistic regression in US counties, ' Plos One, Vol.17, No.4, pp.e0265673.(SCI)(*為通訊作者), vol. 109904, Apr. 2022
2022 Vivian Yi-Ju Chen, Tse-Chuan Yang, and Hong-Lian Jian, “Geographically weighted regression modeling for multiple outcomes.”, Annals of the American Association of Geographers, 112:5, 1278-1295. [SSCI], 2022
2022 Vivian Yi-Ju Chen, Kiwoong Park, Feinuo Sun, and Tse-Chuan Yang , “Assessing COVID-19 risk with temporal indices and geographically weighted ordinal logistic regression in US counties.” , Plos One 17(4):e0265673. [SCIE] , 2022
2020 Vivian Yi-Ju Chen;Tse-Chuan Yang*;Stephen A. Matthews, 2020.10, 'Exploring heterogeneities with geographically weighted quantile regression: An enhancement based on the bootstrap approach, ' Geographical Analysis, Vol.52, pp.642-661.(SSCI)(*為通訊作者), vol. 111417, Oct. 2020
2020 Vivian Yi-Ju Chen, Tse-Chuan Yang, Stephen A. Matthews , “Exploring heterogeneities with geographically weighted quantile regression: An enhancement based on the bootstrap approach.” , Geographical Analysis, 52(4), 642-661. [SSCI], 2020
2018 Tzu-Hsin Karen Chen;Vivian Yi-Ju Chen;Tzai-Hung Wen*, 2018.12, 'Revisiting the role of rainfall variability and its interactive effects with the built environment in urban dengue outbreaks, ' Applied Geography, Vol.101, pp.14-22.(SSCI, SCIE)(*為通訊作者), vol. 111420, Dec. 2018
2018 Tzu-Hsin Chen, Vivian Yi-Ju Chen, and Tzai-Hung Wen, “Revisiting the role of rainfall variability and its interactive effects with the built environment in urban dengue outbreaks.” , Applied Geography, 101, 14-22 [SSCI], 2018
2014 Tse-Chuan Yang, Stephen A. Matthews, and Vivian Yi-Ju Chen, “Stochastic variability in stress, sleep duration and sleep quality across the distribution of body mass index: Insights from quantile regression.” , International Journal of Behavioral Medicine, 21(2), 282-291. [SSCI], 2014
2014 Carla Shoff, Vivian Yi-Ju Chen, Tse-Chuan Yang, “When homogeneity meets heterogeneity: the geographically weighted regression with spatial lag approach to prenatal care utilization.” , Geospatial Health, 8(2), 557-568. [SCI], 2014
2012 Tse-Chuan Yang, Yi-Ju Vivian Chen, Carla Shoff, Stephen A Matthews, “Using quantile regression to examine the effects of inequality across the mortality distribution in the US counties.” , Social Science and Medicine, 74(12), 1900-1910. [SSCI], 2012
2012 Vivian Yi-Ju Chen and Tse-Chuan Yang, “SAS macro programs for geographically weighted generalized linear modeling with spatial point data: Applications to health research.”, Computer Methods and Programs in Biomedicine, 107, 262-273. [SCI], 2012
2012 Vivian Yi-Ju Chen, Wen-Shuann Deng, Tse-Chuan Yang, and Stephen A. Matthews, “Geographically Weighted Quantile Regression (GWQR): An application to US Mortality data.” , Geographical Analysis, 44(2), 134-151. [SSCI], 2012
2011 Vivian Yi-Ju Chen, Donald Richards, and Vernon M. Chinchilli , “Robustness and monotonicity properties of the generalized correlation coefficient.” , Journal of Statistical Planning and Inference, 141, 924-936. [SCI], 2011
2010 Vivian Yi-Ju Chen and Vernon M. Chinchilli , “A generalized correlation coefficient for the general two-treatment crossover design.”, Communications in Statistics–Theory and Methods, 39(11), 2063-2080. [SCI], 2010
2010 Vivian Yi-Ju Chen, Tse-Chuan Yang, Pei-Chih Wu, and Huey-Jen Su , “Examining the non-stationary effect of social determinants on cardiovascular mortality after cold surges in Taiwan.” , Science of the Total Environment, 408(9), 2042-2049. [SCI], 2010
2009 Tse-Chuan Yang, Pei-Chih Wu, Vivian Yi-Ju Chen, and Huey-Jen Su , “Cold surge: a sudden and spatially varying threat of health?” , Science of the Total Environment, 401(10), 3421-3424. [SCI], 2009
2007 James J. Chen, Yi-Ju Chen, and Kuang-Fu Cheng, “Statistics for Risk Assessment of Chemical Carcinogens.” , Journal of Environmental Science and Health Part C -Environmental Carcinogenesis Ecotoxicology Review, 25, 281-312. [SCI], 2007
2005 James J. Chen, Yi-Ju Chen, and Ralph L. Kodell, “Design and analysis of mixtures: Assessing aggregate risks. Book chapter”, Quantitative methods in Cancer and Human Health Risk Assessment. John Wiley & Sons, Ltd., 2005
2003 James J. Chen, Yi-Ju Chen, Glenn Rice, Linda K. Teuschler, Karen Hamernik, Alberto Portzel, and Ralph L. Kodell , “Cumulative Risk Assessment for Quantitative Response Data.” , Environmentrics 14, 339-353. [SCI] , 2003
2003 Yi-Ju Chen, Ralph L. Kodell, Frank Sistare and James J. Chen, “Normalization Methods for Analysis of Microarray Gene Expression Data.” , Journal of Biopharmaceutical Statistics, 13(1), 57-74. [SCI], 2003
2003 Chen-An Tsai, Yi-Ju Chen, and James J. Chen, “Testing for Differently Expressed Genes with Microarray Data.” , Nuclei Acids Research, 37(9), e52. [SCI], 2003
2001 James J. Chen, Yi-Ju Chen, Glenn Rice, Linda K. Teuschler, Karen Hamernik, Alberto Portzel, and Ralph L. Kodell , “Using Dose Addition to Estimate Cumulative Risks from Exposures to Multiple Chemicals.” , Regulatory Toxicology and Pharmacology, 34, 35-41. [SCI], 2001
年度 論文名稱
2019 A Comparison of Geographically Weighted Count Models for Overdispersed and Zero-Inflated Data, The 32nd European Meeting of Statisticians 2019 (EMS 2019), 2019, Palermo, Italy
2017 Geographically weighted quantile regression with spatially lagged dependent variables, The 31st European Meeting of Statisticians 2017 (EMS 2017), 2017, Helsinki, Finland
2016 Geographically weighted quantile regression for count data, The 22nd International Conference on Computational Statistics (COMSTAT 2016), 2016, Auditorium/Congress Palace Principe Felipe, Oviedo, Spain
2015 Enhancements to a geographically weighted quantile-based analysis in the context of an application to ecological data, The 4th Asian Conference on Civil, Material and Environmental Sciences (ACCMES 2015), 2015, Osaka, Japan
2014 A geographically weighted autoregressive regression technique to modeling spatial dependence and nonstationarity, The 21st International Conference on Computational Statistics (COMPSTAT 2014), 2014, Geneva, Swiss
2011 An exploratory approach of modeling nonstationarity for spatial quantile-based data analysis, The 62nd annual meeting of the New Zealand Statistical Association, 2011, Auckland, New Zealand
2010 Cumulative risk assessment for quantal response data, The 73rd Annual Meeting of the Institute of Mathematical Statistics, 2010, Gothenburg, Swden
2008 A generalized correlation coefficient for the general two-treatment crossover design, The 2008 Joint Statistical Meeting, 2008, Denver, Corolado, USA
計畫類別 年度 計畫名稱 參與人 職稱/擔任之工作 計畫期間 補助/委託或合作機構
科技部 112 具空間自相關之混合地理加權分量迴歸 陳怡如 計畫主持人 2023.08 ~ 2024.07 國科會
科技部 111 地理加權分量迴歸於有界資料之分析 陳怡如 計畫主持人 2022.08 ~ 2023.10 國科會
科技部 2022 地理加權分量迴歸於有界資料之分析(Geographically weighted quantile regression modeling for analysis of bounded data) 2022.01 ~ 2023.12 行政院科技部
科技部 110 基於複合卜瓦松分配的地理加權迴歸模型 陳怡如 計畫主持人 2021.08 ~ 2022.10 國科會
科技部 2021 基於複合卜瓦松分配的地理加權迴歸模型(A geographically weighted regression modeling approach based on compound Poisson distribution) 2021.01 ~ 2022.12 行政院科技部
科技部 2020 零膨脹計數資料之地理加權跨欄模型(Geographically weighted hurdle models for zero-inflated count data) 2020.01 ~ 2021.12 行政院科技部
科技部 2019 多個反應變數之地理加權迴歸分析(Geographically weighted regression analysis for multivariate response) 2019.01 ~ 2020.12 行政院科技部
科技部 2016 地理加權模型架構下之零膨脹負二項迴歸(Zero-Inflated Negative Binomial Regression Under Geographically Weighted Modeling Framework) 2016.01 ~ 2017.12 行政院科技部
科技部 2015 計數資料之地理加權分量迴歸(Geographically Weighted Quantile Regression for Count Data) 2015.01 ~ 2016.12 行政院科技部
科技部 2014 時空資料之地理加權迴歸模式(A Geographically Weighted Regression Technique for Spatiotemporal Data) 2014.01 ~ 2015.12 行政院科技部
科技部 2013 連續依變項與計數依變項之地理加權自相關模式(Geographically Weighted Autoregressive Models for Continuous and Count Variables) 2013.01 ~ 2014.12 行政院科技部
科技部 2011 含空間落遲依變數之地理加權分量迴歸(Geographically Weighted Quanitle Regression with Spatially-Lagged Dependent Variable) 2011.01 ~ 2012.12 行政院科技部
科技部 2010 運用分量回歸與地理加權發展區域空間分量迴歸方法(A new local spatial quantile regression approach by fusing geographical weighting with quantile regression) 2010.01 ~ 2011.12 行政院科技部
科技部 2009 累積風險評估其有效劑量之區間估計(Interval Estimation of Mixture Effective Dose in Cumulative Risk Assessment) 2009.01 ~ 2010.12 行政院科技部
科技部 2008 聯合暴露其二分反應之廣義劑量模式(A Generalized Dose-Response Model of Combined Exposures for Quantal Responses) 2008.01 ~ 2009.12 行政院科技部
科技部 2007 在2 × 2 簡單交叉設計中廣義相關係數之穩健估計(Developing Robust Estimators of Generalized Correlation Coefficient for the 2×2 Crossover Design) 2007.01 ~ 2008.12 行政院科技部
國家 學校名稱 系所 學位 期間
美國 美國賓州州立大學 統計學系 博士 2003.08 ~ 2006.12
美國 美國賓州州立大學 統計學 博士
經歷類別 服務機關名稱 單位 職務 期間
校內本職 政治大學 統計學系 副教授 2022.08 ~ 迄今
校外 Joint Meeting of The 2011 Taipei International Statistical Symposium and 7th Conference of the Asian Regional Section of the IASC 會議主持人
校外 台灣地理資訊學會 2020 台灣地理資訊學會年會暨學術研討會 會議主持人
校外 國泰人壽 2017 大數據競賽 - 保險創意挑戰賽初賽 評審委員
校外 國際知名學術期刊 Annals of the Association of American Geographers、Plos One、Geographical Analysis、Demography、Environment & Planning A、Environmental Modelling & Software、Spatial Demography、Cartography and Geographic Information Science、BMC Public Health、Journal of Statistical computation and Simulation、Journal of Statistical Software、Statistica Sinica、Journal of Biopharmaceutical Statistics、Communication in Statistics - Theory and Methods、International Journal of Obesity、Indoor Air Reviewer