151-0439/01 – Aplikované statistické metody (ASM k)
Gurantor department | Department of Mathematical Methods in Economics | Credits | 4 |
Subject guarantor | doc. Ing. Václav Friedrich, Ph.D. | Subject version guarantor | doc. Ing. Václav Friedrich, Ph.D. |
Study level | undergraduate or graduate | Requirement | Choice-compulsory type B |
Year | 2 | Semester | summer |
| | Study language | Czech |
Year of introduction | 2019/2020 | Year of cancellation | 2023/2024 |
Intended for the faculties | EKF | Intended for study types | Bachelor |
Subject aims expressed by acquired skills and competences
The main aim of the course is to acquaint the future economist with selected methods of obtaining and analyzing economic data and demonstrate how these methods and procedures can be used in other subjects of study and in practice.
Upon successful completion of this course, students will acquire the following knowledge, skills and abilities:
• They will get acquainted with the possibilities of using statistical methods to solve specific problems in the field of marketing, managerial or sociological research.
• They will learn to design, implement and evaluate questionnaire surveys for specific practice problems, e.g. consumer behavior and/or satisfaction surveys.
• They gain skills in processing data from a questionnaire using the IBM SPSS Statistics program.
• They will be able to use selected statistical methods to analyze questionnaire surveys and interpret the results for specific decision making.
Teaching methods
Lectures
Individual consultations
Tutorials
Project work
Summary
In the subject "Applied Statistical Methods", students will be introduced to both simple and more complex statistical methods that can help them to analyse data obtained from market, managerial, or sociological research and in decision making at various levels of management.
In this course students will repeat and deepen their knowledge of bachelor statistics for economists (course "Statistics A" or similar) and they will learn selected quantitative statistical methods, used in questionnaire surveys, e.g. market research, consumer and sociological research, satisfaction analyses, etc.
In this course, students will work with real statistical data obtained by their own primary or secondary investigation. They will learn to use CAWI's online questionnaire service (VYPLNTO.CZ) for primary data collection, and use appropriate statistical software (IBM SPSS Statistics) for data analysis.
Compulsory literature:
Recommended literature:
Way of continuous check of knowledge in the course of semester
The subject is finished with a classified credit. During the semester, students complete the following credit assignments:
- project proposal and research objectives
- designing a questionnaire
- implementation of the CAWI survey
- preparation and submission of the research project
- theoretical self-test (from lectures)
All credit assignments are scheduled.
E-learning
- The subject is supported by an interactive course in LMS Moodle.
- Ongoing tasks are submitted and assessed via LMS Moodle.
Other requirements
- Knowledge of statistics at undergraduate level (e.g. Statistics for Economists).
- Working with Microsoft Excel at a basic level.
Prerequisities
Subject has no prerequisities.
Co-requisities
Subject has no co-requisities.
Subject syllabus:
1. Information sources, using references and citations
2. From research objectives to hypotheses testing
3. Questionnaire survey and questionnaire design
4. Preparation of data for the questionnaire survey
5. Categorical data, frequency tables and graphs
6. Numerical data, measures of level, heterogeneity and normality
7. Item analysis in preference batteries
8. Hypothesis testing, one-sample and two-sample tests
9. Testing the percentages
10. Analysis of dependencies in tables
11. Analysis of variance, homogeneous groups
12. Advanced analysis of preference batteries
Conditions for subject completion
Occurrence in study plans
Occurrence in special blocks
Assessment of instruction
Předmět neobsahuje žádné hodnocení.