Statistics

 Title ΣΤΑΤΙΣΤΙΚΗ / Statistics Code 0503 Faculty Sciences School Mathematics Cycle / Level 1st / Undergraduate Teaching Period Winter Common Yes Status Active Course ID 40000521

Programme of Study: UPS of School of Mathematics (2014-today)

Registered students: 357
OrientationAttendance TypeSemesterYearECTS
CoreCompulsory Course537

 Academic Year 2020 – 2021 Class Period Winter Faculty Instructors Georgios Afendras 78hrs Weekly Hours 6 Class ID 600166627
SectionInstructors
1. ΦΡΟΝΤΙΣΤΗΡΙΟGeorgios Afendras
2. ΤΜΗΜΑ ΑGeorgios Afendras
Course Type 2021
General Foundation
Course Type 2016-2020
• General Knowledge
• Scientific Area
Course Type 2011-2015
Specific Foundation / Core
Mode of Delivery
• Distance learning
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
• Greek (Instruction, Examination)
Prerequisites
General Prerequisites
probability theory I, probability theory II
Learning Outcomes
The aim is to understeand the basic statistical methods in order to use theme in real problems
General Competences
• Apply knowledge in practice
• Retrieve, analyse and synthesise data and information, with the use of necessary technologies
• Make decisions
• Work autonomously
• Work in teams
• Work in an international context
• Work in an interdisciplinary team
• Generate new research ideas
• Design and manage projects
• Advance free, creative and causative thinking
Course Content (Syllabus)
An introduction to the Mathematical Statistics. Families of distributions, Exponential family of distribution family - E.F.D., Sufficient and Complete statistics (Fisher–Neyman factorization theorem and use of E.F.D.), Unbiased Minimum Variance Estimator, Cramér-Rao Inequality, Efficient Estimator, Consistent Estimators, Maximum Likelihood Estimators and Moment Estimators, Confidence intervals, Hypothesis Tests (Neyman-Pearson Lemma).
Keywords
Point Estimation, Interval Estimation, Hypothesis Testing
Educational Material Types
• Notes
• Video lectures
• Book
Use of Information and Communication Technologies
Use of ICT
• Use of ICT in Course Teaching
• Use of ICT in Communication with Students
Course Organization
Lectures913.0
Tutorial130.4
Exams30.1
Total2107
Student Assessment
Student Assessment methods
• written exams (Summative)
Bibliography
Course Bibliography (Eudoxus)
Βιβλίο [45263]: Εισαγωγή στη Στατιστική ΜΕΡΟΣ Ι, Δαμιανού Χ.,Κούτρας Μ. Βιβλίο [11098]: Κολυβά-Μαχαίρα, Φ. (1985). Μαθηματική Στατιστική, Τόμος Ι, Εκτιμητική. Εκδόσεις Ζήτη, Θεσσαλονίκη Ηλεκτρονικό βιβλίο [320117]: Κολυβά-Μαχαίρα, Φ. & Χατζόπουλος Στ. Α. (2016). Μαθηματική Στατιστική, Έλεγχοι Υποθέσεων. Αθήνα: Σύνδεσμος Ελληνικών Ακαδημαϊκών Βιβλιοθηκών. Διαθέσιμο στο: http://hdl.handle.net/11419/1899320117 Βιβλίο [22682832]: Βασικές μέθοδοι εκτίμησης παραμέτρων. Ηλιόπουλος Γιώργος Βιβλίο [22888]: Παπαϊωάννου, Τ. & Φερεντίνος, Κ. (2002). Μαθηματική Στατιστική, 2η Έκδοση. Εκδόσεις Σταμούλη, Αθήνα