成功大學統計學系

系所成員
姓名 戴安順
職稱 助理教授
專長領域 生物統計、生物資訊(基因體統計)、貝氏變數選擇、流行病學、因果推論、中介模型
E-mail ashtai@gs.ncku.edu.tw
辦公室 管理學院統計系館4樓62445室
聯絡電話 (06)2757575~53626
個人網頁 https://anshuntai.weebly.com
經 歷(Main Experiences)
  • 國立成功大學統計學系助理教授 (2022.08-目前)
  • 國立陽明交通大學統計學研究所博士後研究 (2019.04-2022.07)
  • Predoctoral Visiting Scholar, Department of Biostatistics, University of Pittsburgh (2017.02-2017.07)
學歷(Education)
  • 國立清華大學統計研究所博士
  • 國立清華大學統計研究所碩士
  • 國立清華大學數學系學士
研究方向(Research Field)
  • 生物統計
  • 生物資訊(基因體統計)
  • Next-generation sequencing (NGS) data analysis
  • 貝氏變數選擇
  • 因果推論
  • 中介因子模型

(A) Major work († indicates co-first author; * indicates corresponding author)

Published or in press​:

1.      An-Shun Tai and Sheng-Hsuan Lin* (2022+). Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis. Statistical Methods in Medical Research. Accepted.

2.      An-Shun Tai, Sheng-Hsuan Lin*, Yu-Cheng Chu, Tsung Yu, Milo A. Puhan, and Tyler VanderWeele (2022+). Causal mediation analysis with multiple time-varying mediators. Epidemiology. Accepted.

3.      An-Shun Tai, Ro-Ting Lin*, Yi-Chun Lin, Chung-Hsing Wang, Sheng-Hsuan Lin, Seiya Imoto (2022+). Genome-wide causal mediation analysis identifies genetic loci associated with uterine fibroids mediated by age at menarche. Human Reproduction. Accepted.

4.      An-Shun Tai, Pei-Hsuan Lin, Yen-Tsung Huang, and Sheng-Hsuan Lin* (2022+). Path-specific effects in the presence of a survival outcome and causally ordered multiple mediators with application to genomic data. Statistical Methods in Medical Research. Accepted.

5.      An-Shun Tai, Le-Hsuan Liao, and Sheng-Hsuan Lin* (2022+). On the conventional definition of path-specific effects - fully mediated interaction with multiple ordered mediators. Epidemiology. Accepted.

6.      An-Shun Tai, Chun-Chao Wang, and Wen-Ping Hsieh* (2022+). Detection of cell separation-induced gene expression via a penalized deconvolution approach. Statistics in Biosciences. Accepted.

7.      An-Shun Tai and Sheng-Hsuan Lin* (2022+). Identification and robust estimation of swapped direct and indirect effects: Mediation analysis with unmeasured mediator–outcome confounding and intermediate confounding. Statistics in Medicine. Accepted. 

8.      An-Shun Tai, Yi-Juan Du, and Sheng-Hsuan Lin* (2022). Robust inference on effects attributable to mediators: A controlled-direct-effect-based approach for causal effect decomposition with multiple mediators. Statistics in Medicine. https://doi.org/10.1002/sim.9329.

9.      An-Shun Tai, Yen-Tsung Huang, Hwai-I Yang, Lauren V. Lan, and Sheng-Hsuan Lin* (2022). G-computation to causal mediation analysis with sequential multiple mediators – investigating the vulnerable time window of HBV activity for the mechanism of HCV induced hepatocellular carcinoma. Frontiers in Public Health. doi: 10.3389/fpubh.2021.757942.

10.   An-Shun Tai and Sheng-Hsuan Lin* (2021). Integrated multiple mediation analysis: A robustness–specificity trade-off in causal structure. Statistics in Medicine. https://doi.org/10.1002/sim.9079.

11.   An-Shun Tai, Chun-An Tsai, and Sheng-Hsuan Lin* (2021). Survival mediation analysis with the death-truncated mediator: The completeness of the survival mediation parameter. Statistics in Medicine. https://doi.org/10.1002/sim.9008.

12.   An-Shun Tai, George C. Tseng and Wen-Ping Hsieh* (2021). BayICE: A Bayesian hierarchical model for semi-reference-based deconvolution of bulk transcriptomic data. Annals of Applied Statis­tics. 15(1) 391 - 411. https://doi.org/10.1214/20-AOAS1376.

13.   An-Shun Tai, Chien-Hua Peng*, Shih-Chi Peng, and Wen-Ping Hsieh* (2018). Decomposing the subclonal structure of tumors with two-way mixture models on copy number aberrations. PLOS ONE. 13(12): e0206579.

 

Papers in review or in revision:

1.   An-Shun Tai, Yu-Cheng Chu, and Sheng-Hsuan Lin* (2022+). Causal mediation analysis of non-mortality outcomes with follow-up truncated by death: Survivor natural direct and indirect effect. Submitted.

2.   An-Shun Tai and Sheng-Hsuan Lin* (2021+). Multiply robust estimation of natural indirect effects with multiple ordered mediators. Submitted.

 

(B) Collaborative work

Published or in press​:

1.   Jui-Hsiang Lin, An-Shun Tai, and Sheng-Hsuan Lin* (2022+). Population Attributable Fraction based on sufficient causal framework for mediation settings. Annals of Epidemiology. Accepted.

2.   Tzu-Yen Huang, Wing-Hei Viola, Feng-Yu Chiang, Che-Wei Wu, Shih-Chen Fu, An-Shun Tai, Yi-Chu Lin, Hsin-Yi Tseng, Ka-Wo Lee, Sheng-Hsuan Lin (2021). Correlation between Objective and Subjective High-Pitched Voice Impairment in Patients after Thyroid Surgery.  Frontiers in Endocrinology. Accepted.

3.   Tzu-Yen Huang, Wing-Hei V. Yu, Feng-Yu Chiang, Che-Wei Wu, Shih-Chen Fu, An-Shun Tai, Yi-Chu Lin, Hsin-Yi Tseng, Ka-Wo Lee, and Sheng-Hsuan Lin (2021). How the Severity and Mechanism of Recurrent Laryngeal Nerve Dysfunction during Monitored Thyroidectomy Impact on Postoperative Voice. Cancers 13, no. 21: 5379. https://doi.org/10.3390/cancers13215379

4.   Tanbin Rahman, Hsin-En Huang, Yujia Li, An-Shun Tai, Wen-Ping Hsieh, Colleen McClung, and George C. Tseng* (2021). A sparse negative binomial classifier with covariate adjustment for RNA-seq data. ​Annals of Applied Statistics. Accepted.

5.   Yu-Hsuan Lin, Si-Yu Chen, Pei-Hsuan Lin, An-Shun Tai, Yuan-Chien Pan, Chang-En Hsieh, and Sheng-Hsuan Lin* (2019+). Assessing User Retention of a Mobile App: Survival Analysis. JMIR Mhealth Uhealth. 2020;8(11):e16309. DOI: 10.2196/16309

6.   Yen-Tsung Huang, An-Shun Tai, Meng-Ying Chou, Geng-Xian Lin, and Sheng-Hsuan Lin* (2020) Six‐way decomposition of causal effects: Unifying mediation and mechanistic interaction. Statistics in Medicine. 1– 18. https://doi.org/10.1002/sim.8708.

7.   Chien-Hua Peng, Chun-Ta Liao, Ka-Pou Ng, An-Shun Tai, Shih-Chi Peng, Jen-Pao Yeh, Shu-Jen Chen, Kuo-Chien Tsao, Tzu-Chen Yen*, and Wen-Ping Hsieh* (2015). Somatic copy number alterations detected by ultra-deep targeted sequencing predict prognosis in oral cavity squamous cell carcinoma. Oncotar­get, 6(23), 19891.

8.   Chien-Hua Peng, Yi-Zhi Jiang, An-Shun Tai, Chun-Bin Liu, Shih-Chi Peng, Chun-Ta Liao, Tzu-Chen Yen*, and Wen-Ping Hsieh* (2013). Causal inference of gene regulation with subnetwork assem­bly from genetical genomics data. Nucleic Acids Research.

 

Papers in review or in revision:

1.   Pei-Hsuan Hsia, An-Shun Tai, Chu-Lan Micheal Kao, Yu-Hsuan Lin, and Sheng-Hsuan Lin* (2021+). Causal Mediation Analysis for Difference-in-Difference Design and Panel Data. Submitted.

 

(C) Other work

1.   An-Shun Tai, Shih-Wen Lin, and Sheng-Hsuan Lin* (2020) Sample Size Calculations for the Multiple Mediation Model (in Chinese). JCSA. Vol. 58, 199–220.

2.   An-Shun Tai, Yen-Tsung Huang, Wen-Chung Lee, and Sheng-Hsuan Lin* (2020) Conceptualization of agonistic interaction under marginal sufficient component cause model – an alternative interpreta­tion for subadditive interaction. JCSA. Vol. 58, 168–198.

獎勵榮譽(Honor)
  • 科技部110年度博士後研究人員學術研究獎