Publications

Mahsa Ashouri, Nicholas C. Henderson (2026). Evaluating and Testing for Actionable Treatment Effect Heterogeneity. Statistical Methods in Medical Research.
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Mahsa Ashouri, Nicholas C. Henderson (2025). Generalized Bayesian additive regression trees for restricted mean survival time inference. Bayesian Analysis.
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Mahsa Ashouri, Frederick Kin Hing Phoa, Marzia A. Cremona (2025). Analyzing Taiwanese traffic patterns on consecutive holidays through forecast reconciliation and prediction-based anomaly detection techniques. IEEE Access.
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Mahsa Ashouri, Nicholas C. Henderson (2026). Evaluating and testing for actionable treatment effect heterogeneity. Statistical Methods in Medical Research.
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Mahsa Ashouri, Frederick Kin Hing Phoa, Chun-Houh Chen, Galit Shmueli (2023). An interactive clustering-based visualization tool for air quality data analysis. Aerosol and Air Quality Research.
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Mahsa Ashouri, Frederick Kin Hing Phoa (2022). Interactive tool for clustering and forecasting patterns of Taiwan COVID-19 spread. PLOS ONE.
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Mahsa Ashouri, Rob J Hyndman, Galit Shmueli (2022). Fast forecast reconciliation using linear models. In Journal of Computational and Graphical Statistics.
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Hohyun Jung, Frederick Kin Hing Phoa, Mahsa Ashouri (2022). A leading author model for the popularity effect on scientific collaboration. Complex Networks.
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Ta-Chun Kuan, Sz-Wei Wu, Cheng-Che Liao, Mahsa Ashouri, Galit Shmueli, Lin Che (2019). Forecasting daily accommodation occupancy for supply preparation by a sharing economy platform. IEEE 5th International Conference on Big Data Intelligence and Computing.
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Mahsa Ashouri, Galit Shmueli, Chor-Yiu Sin (2019). Tree-based methods for clustering time series using domain-relevant attributes. Journal of Business Analytics.
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Te-Cheng Hsu, Jia-Siang Chen, Wei-Zhu Chen, Yu-Hsuan Chien, Sz-Wei Wu, Mahsa Ashouri, Che Lin, Galit Shmueli (2018). A deep learning approach to bank direct marketing. Proceedings of INFORMS International Conference.
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