Forecasting Robust Gaussian Process State Space Models for Assessing Intervention Impact in Internet of Things Time Series

This article describes a robust Gaussian Prior process state space modeling (GPSSM) approach to assess the impact of an intervention in a time series. Numerous applications can benefit from this approach. Examples include: (1) time series could be the stock price of a company and the intervention co...

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Bibliographic Details
Main Authors: Patrick Toman, Nalini Ravishanker, Nathan Lally, Sanguthevar Rajasekaran
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Forecasting
Subjects:
Online Access:https://www.mdpi.com/2571-9394/7/2/22
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