L7-E1 APPLIED DATA ANALYSIS
| Title | ΑΝΑΛΥΣΗ ΔΕΔΟΜΕΝΩΝ ΚΑΙ ΕΦΑΡΜΟΓΕΣ / L7-E1 APPLIED DATA ANALYSIS |
| Code | Ε7-Ε1 |
| Faculty | Engineering |
| School | School of Spatial Planning and Development |
| Cycle / Level | 1st / Undergraduate |
| Teaching Period | Winter |
| Common | Yes |
| Status | Active |
| Course ID | 20002657 |
Programme of Study: PPS Tmīmatos Mīchanikṓn CΗōrotaxías kai Anáptyxīs (2020-sīmera)
Registered students: 17
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| KORMOS | Elective Courses | 7 | 4 | 5 |
| Academic Year | 2018 – 2019 |
| Class Period | Winter |
| Faculty Instructors | |
| Weekly Hours | 4 |
| Class ID | 600128290
|
Course Type 2016-2020
- Skills Development
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/1/600128290
- eLearning (Moodle): https://elearning.auth.gr/course/view.php?id=5763
Erasmus
The course is also offered to exchange programme students.
Language of Instruction
- Greek (Instruction, Examination)
Learning Outcomes
To familiarise with the applied analysis of quantitative data. To practically perform & explain key statistical tests & processes in the social sciences using spatial data. To learn basic functions of the SPSS software.
General Competences
- Apply knowledge in practice
- Retrieve, analyse and synthesise data and information, with the use of necessary technologies
- Work autonomously
Course Content (Syllabus)
• Quantitative analysis & research methodology
• Data entry & editing, processing & coding variables in SPSS
• Exploring the data: descriptive statistics on SPSS
• Exploring relations between variables
• From descriptive to inferential statistics: testing hypotheses
• Correlating variables
• Simple linear regression
• Multiple regression
• Factor analysis
• Cluster analysis
Educational Material Types
- Notes
- Slide presentations
- Interactive excersises
- 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
- Use of ICT in Student Assessment
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | 52 | ||||
| Laboratory Work | 38 | ||||
| Reading Assigment | 13 | ||||
| Written assigments | 30 | ||||
| Exams | 2 | ||||
| Total | 135 |
Student Assessment
Description
Progress tests (2) 60%
Classroom applications & exercises (4) 40%
Student Assessment methods
- Written Exam with Problem Solving (Formative, Summative)
- Labortatory Assignment (Formative, Summative)
Bibliography
Course Bibliography (Eudoxus)
1. Δαφέρμος, Β. (2011) Κοινωνική Στατιστική και Μεθοδολογία Έρευνας με το SPSS (2η έκδ.), Εκδόσεις Ζήτη Πελαγία & Σια. (ISBN: 978-960-456-279-4).
2. Howitt D. και Cramer D. (2010) Στατιστική με το SPSS 10 για Windows (4η εκδ.), Εκδόσεις Κλειδάριθμος (ISBN: 978-960-461-321-2)
3. Συμεωνάκη, Μ. (2015) Στατιστική για όλους με το SPSS, Εκδόσεις Σοφία.
4. Δημητριάδης, Ε. (2016) Στατιστική επιχειρήσεων με εφαρμογές σε SPSS και LISREL (2η έκδ.), Εκδόσεις Κριτική.
5. Field, A. (2015) Η διερεύνηση της στατιστικής με τη χρήση του SPSS της IBM, εκδόσεις Προπομπός
6. Χαλικιάς, Μ. , , Π. & και Μανωλέσου, Α. (2016) Μεθοδολογία έρευνας και εισαγωγή στη στατιστική ανάλυση δεδομένων με το IBM SPSS Statistics, Ελληνικά Ακαδημαϊκά Ηλεκτρονικά Συγγράμματα και Βοηθήματα - Αποθετήριο "Κάλλιπος“ (ηλεκτρονικό βιβλίο).
Last Update
29-09-2019
