I am a Ph.D. student in the Department of Economics at the University of Hawaii at Manoa advised by Dr. Michael Roberts. My research is in the areas of causal inference, the intersection of machine learning and econometrics, and environmental & energy economics. I am currently studying variable pricing mechanisms and energy sector decarbonization pathways using both observational data and capacity expansion modeling, the impacts of climate change on energy consumption, and the contemporaneous and chronic health effects of air pollution. My other work focues on technical applications of deep learning in econometrics as well as high performance computing for quantitative modeling and harnessing big data.
I am funded through the U.S. Department of Energy's IBUILD Graduate Research Fellowship managed by the Oak Ridge National Laboratory. Additionally, I have spent time at Amazon on the Supply Chain Optimization Team working on experimental validation of causal machine learning methods.
Hartley, E., Caplan, A. (2021)
We explore the potential impacts and inequities of dynamic pricing schemes on residential electricity consumers in Hawaii.
Presented by Dr. Tarui at the 8th Hawaii-Kobe International Conference on Applied Economics.
Energy Environment Economics
Read MoreI presented my work on the implications of Hawaiian Electric Company's time-of-use pilot program at the UHERO Workshop on Energy and Environmental Research.
Workshop Energy Economics Variable Pricing
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