# 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: 438
OrientationAttendance TypeSemesterYearECTS
CoreCompulsory Course537

 Academic Year 2021 – 2022 Class Period Winter Faculty Instructors Georgios Afendras 78hrs Weekly Hours 6 Class ID 600187024
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
• Face to face
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 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