Browsing Theses by Subject "imputation"
Now showing items 1-3 of 3
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Deep Learning Based Approaches for Imputation of Time Series Models
(University of Waterloo, 2020-12-16)Market price forecasting models for Fresh Produce (FP) are crucial to protect retailers and consumers from highly priced FP. However, utilizing the data for forecasting is obstructed by the occurrence of missing values. ... -
Imputation, Estimation and Missing Data in Finance
(University of Waterloo, 2006)Suppose <em>X</em> is a diffusion process, possibly multivariate, and suppose that there are various segments of the components of <em>X</em> that are missing. This happens, for example, if <em>X</em> is the price of ... -
Versatile Deep Learning Forecasting Application with Metamorphic Quality Assurance
(University of Waterloo, 2023-08-23)Accurate estimates of fresh produce (FP) yields and prices are crucial for having fair bidding prices by retailers along with informed asking prices by farmers, leading to the best prices for customers. To have accurate ...