OPF:INMDAKKM Quant. and Qual. Methods - Informace o předmětu

INMDAKKM Quantitative and Qualitative Methods

Rozsah

16 hodin. 15 kr. Ukončení: dzk.

Vyučující

doc. RNDr. David Bartl, Ph.D. (přednášející)
doc. Ing. Iveta Palečková, Ph.D. (přednášející)

Garance

doc. RNDr. David Bartl, Ph.D.
Katedra informatiky a matematiky – Obchodně podnikatelská fakulta v Karviné
Kontaktní osoba: Mgr. Radmila Krkošková, Ph.D.

Omezení zápisu do předmětu

Předmět je nabízen i studentům mimo mateřské obory.

Mateřské obory/plány

• Economics and Management (program OPF, D_EME) (2)

Cíle předmětu

The aim of the course is to deepen and expand the theoretical knowledge of statistics and operational analysis from master’s studies, specifically to present modern mathematical-statistical methods, multi-criteria decision-making methods, and qualitative research methods, with regard to applications in the economic field, especially marketing, management, and finance. The aim is also to acquire the relevant computational skills with adequate software tools on the computer (Excel, Stata, Eviews, SPSS, etc.).

Výstupy z učení

After completing the course, the PhD student will:
- have extensive knowledge of all basic concepts of modern mathematical-statistical methods, multi-criteria decision-making methods, and qualitative research methods;
- understand modern mathematical-statistical methods, multi-criteria decision-making methods, and qualitative research methods;
- be able to apply modern mathematical-statistical methods, multi-criteria decision-making methods, and qualitative research methods, particularly in the economic field (marketing, management, finance, etc.).

Osnova

• 1. Statistical Methods for Economic Data Analysis and Quality Management
  Statistical hypothesis testing (t-tests for the mean values, two-sample F-test for equality of variances). Univariate regression and correlation analysis. Multivariate regression analysis. Analysis of variance (ANOVA). Basics of experiment design. Quality management and assessment of the production process.
• 2. Econometric Analysis of Time Series
  Basic approaches to specific problems of time series analysis. Decomposition principles of time series analysis in economics. Box-Jenkins methodology: ARIMA and SARIMA models. Multivariate time series models. Cointegration of time series. Linear regression model and dynamic models, outlier, panel data analysis.
• 3. Multi-Criteria Evaluation and Decision-Making Methods
  Multi-criteria decision-making methods. Analytic Hierarchy Process (AHP). Methods of decision-making under risk and uncertainty. Use of Excel and of the Application to Support Analytical Decision-Making to solve multi-criteria decision-making problems.
• 4. Qualitative Research Methods
  Qualitative and mixed research methods. Qualitative research approaches. Case study. Methods of collecting qualitative data (qualitative interviewing, observation, document collection, data mining from documents and artefacts). Research validity. Qualitative data analysis. Preparation, coding, and visualization of data. Research report. Secondary data analysis and meta-analysis.

Literatura

povinná literatura
• TISDELL, Elizabeth J., Sharan B. MERRIAM a Heather L. STUCKEY-PEYROT. Qualitative Research: A Guide to Design and Implementation. 5th Edition. Jossey-Bass (Willey), 2025, 448 s. ISBN 978-1-394-26644-9. info
• MEHMETOGLU, Mehmet a Tor Georg JAKOBSEN. Applied Statistics Using Stata: A Guide for the Social Sciences. Second Edition. SAGE Publications, 2022, 488 s. ISBN 978-1-5297-4256-5. info
• ASTERIOU, Dimitrios a Stephen G. HALL. Applied Econometrics. 4th edition. Bloomsbury Publishing, Bloomsbury Academic, 2021. ISBN 978-1-352-01202-6. info
• KELLER, Gerald a Nicoleta GACIU. Statistics for Management and Economics. 2nd Edition. Cengage, 2019. ISBN 978-1-4737-6826-0. info
• PATTON, Michael Quinn. Qualitative Research & Evaluation Methods: Integrating Theory and Practice. Fourth Edition. SAGE Publications, 2014, 832 s. ISBN 978-1-4129-7212-3. info

doporučená literatura
• BARTL, David a Jaroslav RAMÍK. Decision analysis for managers: Distance study text. Karviná: Slezská univerzita v Opavě, Obchodně podnikatelská fakulta v Karviné, 2023. info
• GUJARATI, Damodar N. Essentials of Econometrics. Fifth Edition. SAGE Publications, 2023, 632 s. ISBN 978-1-0718-5039-8. info
• TIMUĽÁK, Ladislav a Mary CREANER. Essentials of Qualitative Meta-Analysis. American Psychological Association, 2022, 100 s. ISBN 978-1-4338-3848-4. info
• SIEGEL, Andrew F. a Michael R. WAGNER. Practical Business Statistics. Eighth Edition. Academic Press (Elsevier), 2022. ISBN 978-0-12-820025-4. Dostupné z: https://dx.doi.org/10.1016/C2019-0-00330-5. info
• THRANE, Christer. Applied Regression Analysis: Doing, Interpreting and Reporting. 1st Edition. Routledge, 2020, 202 s. ISBN 978-1-138-33547-9. info
• YIN, Robert K. Case Study Research and Applications: Design and Methods. Sixth Edition. SAGE Publications, 2017, 352 s. ISBN 978-1-5063-3616-9. info
• ENDERS, Walter. Applied Econometric Time Series. 4th Edition. Wiley, 2014, 496 s. ISBN 978-1-118-80856-6. info
• KRISHNAIAH, K. a P. SHAHABUDEEN. Applied Design of Experiments and Taguchi Methods. New Delhi: PHI Learning, 2012. ISBN 978-81-203-4527-0. info
• STEUER, Ralph E. Multiple Criteria Optimization: Theory, Computation, and Application. New York: Wiley, 1986. Wiley Series in Probability and Statistics. ISBN 0-471-88846-X. info

Výukové metody

tutorials, self-study, individual consultations; independent preparation of a seminar paper (composed of three parts)

Metody hodnocení

Oral examination: presentation/defence of the seminar paper (composed of three parts) and a discussion (on each part of the seminar paper). During the discussion, the PhD student must demonstrate knowledge of basic concepts, an understanding of modern mathematical-statistical methods, multi-criteria decision-making methods, and qualitative research methods, as well as the ability to apply these methods, particularly in the economic field.

Vyučovací jazyk

Angličtina

Informace učitele

The required reading also includes: a selection of significant journal papers covering the subject matter.

Další komentáře

Studijní materiály

• Statistika zápisu (nejnovější)
  
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