Statistical model

A mathematical representation of a data-generating process, formally defined as a family of probability distributions indexed by parameters. It encodes assumptions about the distributions of observed variables and their relationships. Examples include linear regression, generalized linear models, and Bayesian networks. Model selection and validation are central statistical activities.