Sampling Theory (ΣΕΕ8)
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General
School | School of Science |
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Academic Unit | Department of Mathematics |
Level of Studies | Graduate |
Course Code | ΣΣΕ8 |
Semester | 2 |
Course Title | Sampling Theory |
Independent Teaching Activities | Lectures-Laboratory (Weekly Teaching Hours: 3, Credits: 7.5) |
Course Type |
Specialized general knowledge |
Prerequisite Courses | - |
Language of Instruction and Examinations | Greek |
Is the Course Offered to Erasmus Students | Yes (in English) |
Course Website (URL) | See eCourse, the Learning Management System maintained by the University of Ioannina. |
Learning Outcomes
Learning outcomes |
Students completing this course should be able to:
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General Competences |
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Syllabus
Sampling and non sampling errors, simple random sampling, stratified sampling, systematic sampling, cluster sampling, ratio estimators, determination of optimal sample size, bias in sampling theory. Some elements of missing data and basic methods of imputation.
Teaching and Learning Methods - Evaluation
Delivery | Classroom (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
- Cochran, W.G. (1977). Sampling Techniques. Wiley.
- Δαμιανού, Χ. (2007). Μεθοδολογία Δειγματοληψίας, Τεχνικές και Εφαρμογές. Εκδόσεις Σοφία. (in Greek)
- Fuller, W. A. (2009). Sampling Statistics. Wiley.
- Lohr, S. L. (2010). Sampling: Design and Analysis. 2nd Edition. Brooks/Cole.
- Thompson, S. K. (2012). Sampling. Wiley.
- Παπαγεωργίου, Ι. (2015). Θεωρία Δειγματοληψίας. Ελληνικά Ακαδημαϊκά Ηλεκτρονικά Συγγράμματα και Βοηθήματα, ΣΕΑΒ 2015, www.kallipos.gr. (in Greek)
- Φαρμάκης Ν. (2015) Δειγματοληψία και Εφαρμογές. Ελληνικά Ακαδημαϊκά Ηλεκτρονικά Συγγράμματα και Βοηθήματα, ΣΕΑΒ 2015, www.kallipos.gr. (in Greek).
- Χριστοφίδης, Τ. Δειγματοληψία (Πρόχειρες Σημειώσεις). Παν/μιο Κύπρου. (in Greek).