| | SLO | ENG | Cookies and privacy

Bigger font | Smaller font

Show document Help

Title:Research Methods – Data Analysis Techniques
Authors:ID Tominc, Polona (Author)
ID Čančer, Vesna (Author)
ID Rožman, Maja (Author)
ID Frešer, Blaž (Reviewer)
ID Oreški, Dijana (Reviewer)
ID Šmid, Janja (Copy-reader)
ID Bajić, Marina (Technical editor)
ID Perša, Jan (Technical editor)
Files:URL https://press.um.si/index.php/ump/catalog/book/1079
 
.pdf RAZ_Tominc_Polona_2026.pdf (4,97 MB)
MD5: 9C70254349F2AFD0685D9946A6FF8E7D
 
Language:English
Work type:Unknown
Organization:EPF - Faculty of Business and Economics
UZUM - University of Maribor Press
Abstract:The tutorial Research Methods – Data Analysis Techniques is intended for master’s students of the programme Economic and Business Sciences, specialization Data Science in Business. It provides a systematic and practice-oriented overview of quantitative methods and statistical analyses using the SPSS software. The material connects theoretical foundations with real-world business examples, encouraging the development of data literacy and analytical reasoning. It covers topics such as descriptive statistics, sampling, normal distribution, parametric and nonparametric tests, regression and factor analysis, time series analysis, discriminant analysis, and Monte Carlo simulation. The publication equips students with practical research and analytical skills essential for understanding contemporary data-driven challenges and for making evidence-based decisions in business environments.
Keywords:statistical methods, descriptive statistics, univariate statistics, multivariate statistics, data science
Place of publishing:Maribor
Place of performance:Maribor
Publisher:University of Maribor, University of Maribor Press
Year of publishing:2026
Year of performance:2026
PID:20.500.12556/DKUM-96623 New window
ISBN:978-961-299-098-5
UDC:001.891:311(0.034.2)
COBISS.SI-ID:264425987 New window
DOI:10.18690/um.epf.1.2026 New window
Publication date in DKUM:21.01.2026
Views:131
Downloads:11
Metadata:XML DC-XML DC-RDF
Categories:Misc.
:
Copy citation
  
Average score:(0 votes)
Your score:Voting is allowed only for logged in users.
Share:Bookmark and Share



Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.

Licences

License:CC BY-NC-SA 4.0, Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Link:http://creativecommons.org/licenses/by-nc-sa/4.0/
Description:A Creative Commons license that bans commercial use and requires the user to release any modified works under this license.
Licensing start date:21.01.2026

Secondary language

Language:Slovenian
Title:Metode raziskovanja – Metode analize podatkov
Abstract:Publikacija Research Methods – Data Analysis Techniques je namenjena študentom magistrskega programa Ekonomija in poslovne vede, smer Data Science in Business. Ponuja sistematičen in praktično naravnan vpogled v uporabo kvantitativnih metod in statističnih analiz z uporabo programa SPSS. Gradivo povezuje teoretične osnove z aplikativnimi primeri iz gospodarstva ter spodbuja razvoj podatkovne pismenosti in analitičnega razmišljanja. Vključuje vsebine, kot so deskriptivna statistika, vzorčenje, normalna porazdelitev, parametrični in neparametrični testi, regresijska in faktorska analiza, analiza časovnih vrst, diskriminantna analiza ter Monte Carlo simulacija. Publikacija študentom omogoča pridobitev konkretnih raziskovalnih in analitičnih spretnosti, ki so ključne za razumevanje sodobnih podatkovnih izzivov in sprejemanje utemeljenih odločitev v poslovnem okolju.
Keywords:statistične metode, deskriptivna statistika, univariatna statistika, multivariatna statistika, podatkovna znanost


Comments

Leave comment

You must log in to leave a comment.

Comments (0)
0 - 0 / 0
 
There are no comments!

Back
Logos of partners University of Maribor University of Ljubljana University of Primorska University of Nova Gorica