Introduction to Statistics and Probability Theory
| Title | Εισαγωγή στη στατιστική και τη θεωρία πιθανοτήτων / Introduction to Statistics and Probability Theory |
| Code | 02YG010 |
| Faculty | Engineering |
| School | Rural and Surveying Engineering |
| Cycle / Level | 1st / Undergraduate |
| Teaching Period | Winter/Spring |
| Coordinator | Fotios Patonis |
| Common | No |
| Status | Active |
| Course ID | 600025721 |
Programme of Study: PPS Tmīmatos Agronómōn kai Topográfōn Mīchanikṓn (2025-sīmera)
Registered students: 73
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| Core Courses | Core Courses | 2 | 1 | 4 |
| Academic Year | 2025 – 2026 |
| Class Period | Spring |
| Instructors from Other Categories | |
| Weekly Hours | 4 |
| Class ID | 600267771
|
Course Type 2021
Specific Foundation
Mode of Delivery
- Face to face
Digital Course Content
- e-Study Guide https://qa.auth.gr/en/class/1/600267771
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
- Greek (Instruction, Examination)
Learning Outcomes
By successfully attending the course, the student will be able to easily attend other courses that are in the next semesters.
Will be able to analyze data statistically and carry out parametric and non-parametric hypothesis tests. Calculate confidence intervals for variables. Calculate the variability of estimated parameters. Perform predictions with linear regression.
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
- Design and manage projects
Course Content (Syllabus)
Random Variables. Probability Distributions. Estimation of parameters. Confidence regions. Testing statistical Hypothesis. Sampling Linear Regression. Analysis of Variance. Nonparametric tests.
Keywords
Statistics, Probability Theory, Data Analysis
Educational Material Types
- Notes
- Slide presentations
- Book
Use of Information and Communication Technologies
Use of ICT
- Use of ICT in Course Teaching
- Use of ICT in Communication with Students
Description
Use of Computer and Internet
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | 52 | ✓ | |||
| Reading Assigment | 35 | ✓ | |||
| Project | 10 | ✓ | ✓ | ||
| Written assigments | 1 | ✓ | |||
| Exams | 2 | ✓ | |||
| Total | 100 |
Student Assessment
Description
Written Exams
Student Assessment methods
- Written Exam with Extended Answer Questions (Summative)
- Written Assignment (Summative)
- Written Exam with Problem Solving (Summative)
Bibliography
Course Bibliography (Eudoxus)
Α. Δερμάνης (1987): Συνορθώσεις παρατηρήσεων και θεωρία εκτίμησης, Τόμος 1, Εκδόσεις ΖΗΤΗ.
Last Update
21-02-2025
