syllabus - ISYE 6414 Statistical Modeling and Regression...

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ISYE 6414 Statistical Modeling and Regression Analysis Summer 2010 Dr. Kobi Abayomi June 1, 2010 Logistics Instructor Dr. Kobi Abayomi, Rm. 444, ISYE Groseclose, email: kobi@gatech.edu TAs Sungil Kim email: sikim@isye.gatech.edu Office Hours Instructor Office Hours: Tuesdays and Thursdays 11:30-12:30 By appt. otherwise. TA Office Hours: Mon 10:00-11:00am and Wed 1:00-2:00pm 1
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Readings Our text is Applied Linear Statistical Models by Kutner, Nachtsheim, Neter and Li. 5th edition. Course lecture notes will be posted my website www.isye.gatech.edu/ a tilde here kabayomi3 . A link is available on the course web page on tsquare. Course Description and Outline This class is a graduate level introduction to Statistical Models. We begin with a brief review of basic statistics. We’ll cover these broad topics: Review of Basic Statistics: Appendix A in KNNL (Kutner text) Simple Linear Regression: 1-4 in KNNL Multiple Linear Regression: 6-7 in KNNL Building Regression Models: 8-11 in KNNL Generalized Linear Models: 14 in KNNL Shrinkage Methods: Lecture Notes
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syllabus - ISYE 6414 Statistical Modeling and Regression...

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