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Bilkent University

Online Academic Catalog

Undergraduate and Graduate Programs 2020-2021

IE 551 Applied Statistics

Exploratory data analysis, kernel density estimation, multivariate regression, nonparametric and semiparametric regression, scatterplot smoothing, linear mixed models, logistic regression, recursive partitioning, anova, ancova, hidden Markov models, dynamic linear models, graphical models, principal component analysis. Applications on real datasets using statistical software. Credit units: 3 ECTS Credit units: 5.

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