Processing and Evaluation of Laboratory Data
| Title | ΕΠΕΞΕΡΓΑΣΙΑ ΚΑΙ ΑΞΙΟΛΟΓΗΣΗ ΠΕΙΡΑΜΑΤΙΚΩΝ ΔΕΔΟΜΕΝΩΝ (ΣΤΑΤΙΣΤΙΚΗ-ΠΙΘΑΝΟΤΗΤΕΣ) / Processing and Evaluation of Laboratory Data |
| Code | Α06 |
| Faculty | Sciences |
| School | Chemistry |
| Cycle / Level | 1st / Undergraduate |
| Teaching Period | Winter |
| Common | No |
| Status | Active |
| Course ID | 40002610 |
Programme of Study: PPS-Tmīma CΗīmeías (2016-sīmera)
Registered students: 112
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| VASIKOS KYKLOS | Elective Courses | 3 | 2 | 5 |
| Academic Year | 2017 – 2018 |
| Class Period | Winter |
| Faculty Instructors | |
| Weekly Hours | 4 |
| Class ID | 600101408
|
Class Schedule
| Building | Χημείας (Παλαιό Α) |
| Floor | Όροφος 2 |
| Hall | ΝΙΚΟΛΑΟΣ ΑΛΕΞΑΝΔΡΟΥ (145) |
| Calendar | Δευτέρα 11:00 έως 13:00 |
| Building | Χημείας (Παλαιό Α) |
| Floor | Όροφος 2 |
| Hall | ΝΙΚΟΛΑΟΣ ΑΛΕΞΑΝΔΡΟΥ (145) |
| Calendar | Τετάρτη 14:00 έως 16:00 |
Course Type 2016-2020
- Background
Course Type 2011-2015
General Foundation
Mode of Delivery
- Face to face
Digital Course Content
- e-Study Guide https://qa.auth.gr/en/class/1/600101408
- At the Website of the School: http://www.chem.auth.gr/content/physical_lab/nikitas/DataAnalysis.pdf
Language of Instruction
- Greek (Instruction, Examination)
General Competences
- Retrieve, analyse and synthesise data and information, with the use of necessary technologies
Course Content (Syllabus)
Elements of probability theory.
Introduction to statistical Samples, distributions, descriptive statistics, evaluative, statistical tests.
Applications presentation and analysis of experimental data: Graphical presentation of data, the method of least squares, confidence intervals values, error assessment, data correlation.
Application of Excel and the SPSS to analyze and evaluate data.
Educational Material Types
- Slide presentations
- 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
- Use of ICT in Student Assessment
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | |||||
| Laboratory Work | |||||
| Written assigments | |||||
| Total |
Student Assessment
Student Assessment methods
- Written Assignment (Formative, Summative)
- Report (Formative, Summative)
- Labortatory Assignment (Formative, Summative)
Bibliography
Course Bibliography (Eudoxus)
1. ΕΙΣΑΓΩΓΗ ΣΤΗ ΣΤΑΤΙΣΤΙΚΗ ΑΝΑΛΥΣΗ ΠΕΙΡΑΜΑΤΙΚΩΝ ΔΕΔΟΜΕΝΩΝ ΜΕ ΧΡΗΣΗ EXCEL ΚΑΙ SPSS, Π. Ι. Νικήτας, Θεσσαλονίκη 2013, ISBN 978-960-98388-1.
2. ΕΧCEL ΕΙΣΑΓΩΓΗ ΚΑΙ ΕΦΑΡΜΟΓΕΣ, Π. ΝΙΚΗΤΑΣ, ΘΕΣΣΑΛΟΝΙΚΗ 2009, ISBN 978-960-12-1775-8.
Additional bibliography for study
1. J. N. Miller, J. C. Miller, Statistics and Chemometrics for Analytical
Chemistry, Prentice Hall, 2000.
2. D. Massart, B. Vandeginste, L. Buydens, S.de Jong, P. Lewi, J.
Smeyers-Verbeke, Handbook of Chemometrics and Qualimetrics,
Elsevier, 1997.
3. N. Draper, H. Smith, Applied Regression Analysis, Wiley, 1998.
4. S. Chatterjee, B. Price, Regression Analysis by Example, Wiley, 1977,
5. R. Johnson, D. Wichern, Applied Multivariate Analysis, Prentice-Hall,
1988.
6. W. Conover, Practical Nonoparametric Statistics, Wiley, 1980.
7. R. deLevie, Advanced Excel for Scientific Data Analysis, Oxford, 2008.
8. Π. Νικήτας, Excel: Εισαγωγή και Εφαρμογές, University Studio Press,
2009.
9. Φ. Κολυβά-Μαχαίρα, Ε. Μπόρα-Σέντα, Στατιστική : Θεωρία και
Εφαρμογές , Ζήτη, 1996. 1996.
10. Κ.Β. Μπαγιάτης, Φ. Κολυβά-Μαχαίρα, Μαθηματική Στατιστική,
Θεσσαλονίκη, 1985.
11. M. Spiegel, Πιθανότητες και Στατιστική, McGraw-Hill, 1977.
12. Α. Ανθεμίδης, Α. Βουλγαρόπουλος, Γ. Ζαχαριάδης, Ι. Στράτης,
Ποσοτική Χημική Ανάλυση. Αρχές και Εργαστηριακές Ασκήσεις, Ζήτη,
Θεσσαλονίκη 2012, σελ. 118-126.
Last Update
05-04-2020
