Linear Models (ΣΕΕ2): Διαφορά μεταξύ των αναθεωρήσεων
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Αναθεώρηση της 12:53, 13 Αυγούστου 2022
Graduate Courses Outlines - Department of Mathematics
General
School | School of Science |
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Academic Unit | Department of Mathematics |
Level of Studies | Graduate |
Course Code | ΣΣΕ2 |
Semester | 1 |
Course Title | Linear Models |
Independent Teaching Activities | Lectures (Weekly Teaching Hours: 3, Credits: 7.5) |
Course Type | Special Background |
Prerequisite Courses | - |
Language of Instruction and Examinations | Greek |
Is the Course Offered to Erasmus Students | Yes (in English, reading Course) |
Course Website (URL) | See eCourse, the Learning Management System maintained by the University of Ioannina. |
Learning Outcomes
Learning outcomes | The purpose of the course is:
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General Competences |
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Syllabus
General Linear Model of full Rank, Multiple Regression Analysis, Analysis of residuals-Diagnostics, Selection of Variables, Two way analysis of variance with equal and unequal numbers per cell. Models of non full rank.
Teaching and Learning Methods - Evaluation
Delivery | Face-to-face | ||||||||||
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Use of Information and Communications Technology | Use of ICT in communication with students | ||||||||||
Teaching Methods |
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Student Performance Evaluation | Final written exam in Greek (in case of Erasmus students in English). |
Attached Bibliography
in Greek
- Καρακώστας, Κ. (1993). Παλινδρόμηση και Ανάλυση της Διακύμανσης. Πανεπιστήμιο Ιωαννίνων
- Λουκάς, Σ. (2014). Γενικό Γραμμικό Μοντέλο. Πανεπιστήμιο Ιωαννίνων
in English
- Draper , N. R. and Smith, H. (1981). Applied Regression Analysis. John Wiley & Sons, Inc., N.Y.
- Searle, S. R. (1971). Linear Models. John Wiley & Sons, Inc, N. Y., London
- Seber, G. A. F. (1977). Linear Regression Analysis. John Wiley & Sons, Inc, N.Y.