AbstractThe course provides a basic introduction to model theory which allows to understand certain model theoretic results in algebra such as Artin’s conjecture on p-adic number fields.PrerequisiteFamiliarity with basic notions in abstract algebra and basic number theory.SyllabusThere are two parts of the course.A. Model constructions: basic introduction to models, structures, and ultraproduc...
IntroductionMultiple linear regression, residual analysis, regression diagnostics, variable selection and model selection techniques, nonparametric regression, generalized linear models, varying coefficients regression models, bootstrap regression, multivariate regression techniques, analysis of repeated measure data, analysis of missing data and different imputation techniques, quantile regres...