Non-likelihood estimation methods for spatial predictions

Classical geostatistical models such as those used for kriging, are typically fit using maximum likelihood estimation (MLE). While MLE is the most popular method to determine model parameters from data, there are other spatial interpolation methods like Nearest Neighbour and Inverse Distance Weighti...

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Bibliographic Details
Main Author: Heng, Chloe Yi Ning
Other Authors: Michele Nguyen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175079
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Institution: Nanyang Technological University
Language: English