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MATH 523 Generalized Linear Models (4 unités)

Offert par : Math. et statistique (Sciences)

Vue d'ensemble

Mathematics & Statistics (Sci) : Modern discrete data analysis. Exponential families, orthogonality, link functions. Inference and model selection using analysis of deviance. Shrinkage (Bayesian, frequentist viewpoints). Smoothing. Residuals. Quasi-likelihood. Sliced inverse regression. Contingency tables: logistic regression, log-linear models. Censored data. Applications to current problems in medicine, biological and physical sciences. GLIM, S, software.

Trimestres : Hiver 2013

Chargés de cours : David Stephens (Hiver)

  • Winter
  • Prerequisite: MATH 423 or EPIB 697
  • Restriction: Not open to students who have taken MATH 426