Browsing Engineering (Faculty of) by Subject "Time Series"
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Forecasting Pavement Surface Temperature Using Time Series and Artificial Neural Networks
(University of Waterloo, 2008-06-19)Transportation networks play a significant role in the economy of Canadians during winter seasons; thus, maintaining a safe and economic flow of traffic on Canadian roads is crucial. Winter contaminants such as freezing ... -
Granger Causal Network Learning and the Depth Wise Grouped LASSO
(University of Waterloo, 2017-08-31)In this thesis we study the notion of Granger-causality, a statistical concept originally developed to estimate causal effects in econometrics. First, we suggest a more general notion of Granger-causality in which to frame ...