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: 18
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| KORMOS | Elective Courses | 7 | 4 | 5 |
| Academic Year | 2017 – 2018 |
| Class Period | Winter |
| Faculty Instructors | |
| Weekly Hours | 4 |
| Class ID | 600111196
|
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/1/600111196
- 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 and research methodology
Research design, sampling and data collection
Data entry, testing and editing on SPSS
Exploring the data
Descriptive statistics using SPSS
Exploring relations between 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 | 1.9 | |||
| Laboratory Work | 38 | 1.4 | |||
| Reading Assigment | 13 | 0.5 | |||
| Written assigments | 30 | 1.1 | |||
| Exams | 2 | 0.1 | |||
| Total | 135 | 5 |
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
19-06-2018
