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: 7
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| Core | Compulsory Course | 5 | 3 | 7 |
| Academic Year | 2017 – 2018 |
| Class Period | Winter |
| Faculty Instructors | |
| Instructors from Other Categories |
|
| Class ID | 600099152
|
Course Type 2016-2020
- General Knowledge
- Scientific Area
Course Type 2011-2015
Specific Foundation / Core
Mode of Delivery
- Face to face
Digital Course Content
- e-Study Guide https://qa.auth.gr/en/class/1/600099152
- At the Website of the School: http://www.math.auth.gr/el/content/%CF%83%CF%84%CE%B1%CF%84%CE%B9%CF%83%CF%84%CE%B9%CE%BA%CE%AE
Language of Instruction
- Greek (Instruction, Examination)
Prerequisites
General Prerequisites
probability theory
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
Course Content (Syllabus)
Elements of probability theory - Distributions of some useful statistics -
Descriptive statistics - Methods of point estimation - Confidence intervals and tests of
hypotheses for the mean, the variance and the proportion for one and two samples - Test
of Goodness-of-Fit - Contingency tables - Tests of homogeneity - The method of least
squares-Regression - Tests of hypotheses and Confidence intervals in simple linear
Regression - Simple, multiple and partial correlation coefficient - Analysis of variance -
The one-way layout - The two-way layout with and without interaction - Non-parametric
methods - Kolmogorov-Smirnov tests, runs tests, rank tests and sign tests for one and two
samples - Tests concerning k>2 independent and dependent samples - The Spearman
correlation coefficient - Applications using statistical packages.
Keywords
hypotheses, Tests, Contingency tables, Regression, ANOVA, Non-parametric
Educational Material Types
- Notes
- Multimedia
- Book
Use of Information and Communication Technologies
Use of ICT
- Use of ICT in Course Teaching
- Use of ICT in Laboratory Teaching
- Use of ICT in Communication with Students
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | 52 | 1.7 | ✓ | ||
| Laboratory Work | 13 | 0.4 | ✓ | ✓ | |
| Total | 65 | 2.2 |
Student Assessment
Description
80% written exams and 20% computer exams
Student Assessment methods
- Written Assignment (Summative)
- written exams (Summative)
Bibliography
Course Bibliography (Eudoxus)
Βιβλίο [22768680]: Στατιστική, Κολυβά - Μαχαίρα Φωτεινή, Μπόρα - Σέντα Ευθυμία
Βιβλίο [8876]: ΣΤΑΤΙΣΤΙΚΗ. ΠΕΡΙΛΗΠΤΙΚΗ ΘΕΩΡΙΑ - ΑΣΚΗΣΕΙΣ, Νίκος Φαρμάκης
Last Update
19-09-2013
