Publications
] . "Describing the users: Understanding adoption of and interest in shared, electrified, and automated transportation in the San Francisco Bay Area." Transportation Research Part D: Transport and Environment (2019).
. "Data quality challenges with missing values and mixed types in joint sequence analysis." 2017 IEEE International Conference on Big Data (Big Data)2017 IEEE International Conference on Big Data (Big Data). Boston, MA, USA: IEEE, 2017.
. "Predicting Baseline for Analysis of Electricity Pricing." International Journal of Big Data Intelligence (IJBDI) Vol. 5.No. 1/2, 2018 (2017) 3-20. 
Report PDF (3.14 MB)
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Report PDF (3.14 MB). "Evaluation of Residential Behavior-Based Programs." Energy Efficiency EM&V Webinar Series 2016. Webinar PDF (2.6 MB)
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Webinar PDF (2.6 MB). Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing. 2016. LBNL-1006294. Report PDF (1.77 MB) Presentation PDF (873.48 KB)
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Report PDF (1.77 MB) Presentation PDF (873.48 KB). "Go for the Silver? Evidence from field studies quantifying the difference in evaluation results between “gold standard” randomized controlled trial methods versus quasi-experimental methods." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.
. Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum. 2016. PDF (741.41 KB)
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PDF (741.41 KB). "Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.
. Time-of-Use as a Default Rate for Residential Customers: Issues and Insights. 2016. LBNL-1005704. Report PDF (966.86 KB) Presentation PDF (429.07 KB)
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Report PDF (966.86 KB) Presentation PDF (429.07 KB)