Non-likelihood estimation methods for spatial predictions

• المؤلف الرئيسي: Heng, Chloe Yi Ning
• مؤلفون آخرون: Michele Nguyen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Spatial analytics; Spatial interpolation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175079

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...