Bayesian Hierarchical Modelling of Basketball Team Performance: An NBA Regular Season Case Study.
Paul AttardDavid SudaFiona SammutPublished in: icSPORTS (2023)
Keyphrases
- case study
- hierarchical structure
- bayesian networks
- data driven
- posterior probability
- nonparametric bayesian
- hierarchical classification
- software development
- real world
- maximum likelihood
- business process
- lessons learned
- bayesian learning
- data sets
- machine learning
- hierarchical clustering
- mental models
- bayesian estimation
- hierarchical representation
- bayesian decision
- real time