中央研究院統計科學研究所

學歷

Ph.D., Biostatistics, Columbia University, USA ( - 2014)
M.Phil., Biostatistics, Columbia University, USA ( - 2012)
M.S., Statistics, Colorado State University, USA ( - 2009)

經歷

Associate Research Fellow, Institute of Statistical Science, Academia Sinica (2023 - Present)
Assistant Research Fellow, Institute of Statistical Science, Academia Sinica (2014 - 2023)
Associate Statistician, Statistical Analysis Center for Clinical Trials, Columbia University, USA (2013 - 2014)
Statistician, Columbia Center for Children's Environmental Health, Columbia University, USA (2011 - 2013)
Statistician, Department of Anesthesiology, Columbia University, USA (02/2013 - 05/2013)
Research Summer Intern, IBM Thomas J. Watson Research Center (06/2012 - 08/2012)

專長興趣領域

Statistical Methodology: Functional data analysis, biased sampling models, empirical likelihood, survival analysis, order-restricted inference, generalized linear models (GLMs) and mixed models
Statistical Application: Wearable device data, clinical trials, statistical software package development

軟體

論文著述 - Journal Papers

(H. Chang), Ian W. McKeague*,2025-05,Empirical likelihood in functional data analysis,ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION,12, 425-448,[SCI]
(H. Chang*) and I. W. McKeague,2024-09,Concurrent functional linear regression via plug-in empirical likelihood,Sankhya A
(H. Chang*) and S.-H. Wang,2024,Bivariate analysis of distribution functions under biased sampling,The American Statistician,78(2), 171-179,[Scopus],[Others]
S.‐H. Huang*, K. Shedden, and (H. Chang),2023,Inference for the dimension of a regression relationship using pseudo‐covariates,Biometrics,79(3), 2394-2403,[Others],[SCI],(IF 1.701)
(H. Chang*) and I. W. McKeague,2022-11,Empirical likelihood based inference for functional means with application to wearable device data,Journal ofthe Royal Statistical Society: Series B (Statistical Methodology),84(5), 1947-1968,[Others]
(H. Chang), I. W. McKeague*, and Y.-J. Wang,2021-04,A case study of non-inferiority testing with survival outcomes,Case Studies in Business, Industry, and Government Statistics,8, 1-13
(H. Chang*), P.-Y. Tsai, J.-T. Kao, G.-Y. Lan,2020-12,Comparing multiple survival functions with crossing hazards in R,The R Journal,12(2), 20-42,[Others],[SCI],[SSCI],(IF 1.62)
(H. Chang*), I.W. McKeague,2019-02,Nonparametric testing for multiple survival functions with non-inferiority margins,Annals of Statistics,47(1), 205-232,[SCI],(IF 4.904)
(H. Chang*), H. El Barmi, I. W. McKeague,2016-10,Tests for stochastic ordering under biased sampling,Journal of Nonparametric Statistics,28(4), 659-682,[SCI],(IF 1.012)
(H. Chang*), I. W. McKeague,2016-09,Empirical likelihood based tests for stochastic ordering under right censorship,Electronic Journal of Statistics,10(2), 2511-2536,[SCI],(IF 1.225)
J. Vishnevetsky, D. Tang, (H. Chang), E. L. Roen, Y. Wang, V. Rauh, S. Wang, R. L. Miller, J. Herbstman, and F. P. Perera*,2015-05,Combined effects of prenatal polycyclic aromatic hydrocarbons and material hardship on child IQ,Neurotoxicology and Teratology,49, 74-80,[SCI],(IF 4.071)
F. P. Perera*, (H. Chang), D. Tang, E. L. Roen, J. Herbstman, A. Margolis, T.-J. Huang, R. L. Miller, S. Wang, V. Rauh,2014-11,Early-life exposure to polycyclic aromatic hydrocarbons and ADHD behavior problems.,PloS One,9(11), e111670-e111670,[SCI],(IF 3.752)
G. S. Lovasi*, N. Eldred-Skemp, J. W. Quinn, (H. Chang), V. A. Rauh, A. Rundle, M. A. Orjuela, F. P. Perera,2014-07,Neighborhood social context and individual polycyclic aromatic hydrocarbon exposures associated with child cognitive test scores,Journal of Child and Family Studies,23(5), 785-799,[SSCI],(IF 2.784)
(H. Chang*), H. Iyer, E. Bullitt, H.Wang,2013-05,Generalized linear mixed models for branching probabilities of brain artery systems,Model Assisted Statistics and Applications,8(2), 121-133

研究人員