Probabilistic graphical models : bayesian networks

• المؤلف الرئيسي: Chan, Xiang Yun
• مؤلفون آخرون: Frederique Elise Oggier
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Science::Mathematics::Statistics; Science::Mathematics::Analysis
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148509

This report conducts a review on Bayesian networks and provides a Bayesian network analysis of a dataset provided by Hewlett-Packard. The main focus of the review is on discrete Bayesian networks while there is a brief mention of Gaussian and hybrid Bayesian networks. Methodologies on constructing B...