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Statistical Models Commons

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Multivariate Analysis

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Theses and Dissertations

Geographically weighted regression

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Using Spatiotemporal Methods To Fill Gaps In Energy Usage Interval Data, Kristin K. Graves May 2015

Using Spatiotemporal Methods To Fill Gaps In Energy Usage Interval Data, Kristin K. Graves

Theses and Dissertations

Researchers analyzing spatiotemporal or panel data, which varies both in location and over time, often find that their data has holes or gaps. This thesis explores alternative methods for filling those gaps and also suggests a set of techniques for evaluating those gap-filling methods to determine which works best.