|
Lecturer(s)
|
-
Martinčík David, JUDr. Ing. Ph.D.
|
|
Course content
|
Collection of Economic Data and Use of Data Sources Understanding Datasets and Their Structure Assessment of Economic Data Quality Data Cleaning and Preprocessing Data Transformation and Preparation for Economic Analysis Exploratory Analysis of Economic Data Visualization of Economic Data and Analysis Results Formulating economic hypotheses and analytical questions Selecting methods for economic analysis and forecasting Creating economic and forecasting models with AI support Validating models and evaluating results Interpreting economic findings with AI support
|
|
Learning activities and teaching methods
|
Individual study, Lecture, Practicum
- Preparation for an examination (30-60)
- 38 hours per semester
- Graduate study programme term essay (40-50)
- 40 hours per semester
- Contact hours
- 78 hours per semester
|
| prerequisite |
|---|
| Knowledge |
|---|
| achieve knowledge of basic courses in economics, mathematics and statistics. |
| Skills |
|---|
| distinguish the basic micro and macroeconomic approaches according their assumptions |
| interpret the values of micro and macroeconomic variables |
| Competences |
|---|
| N/A |
| N/A |
| learning outcomes |
|---|
| Knowledge |
|---|
| explain the methodology of modern economic forecasting |
| explain advanced oeconomic models |
| Skills |
|---|
| analyze the structure of economic forecasting models |
| formulate their own simple models |
| apply mathematical procedures for models solving |
| apply statistical methods for models estimation |
| interpret the results of models |
| Competences |
|---|
| N/A |
| teaching methods |
|---|
| Knowledge |
|---|
| Lecture |
| Practicum |
| Individual study |
| Self-study of literature |
| Skills |
|---|
| Practicum |
| Competences |
|---|
| Practicum |
| assessment methods |
|---|
| Knowledge |
|---|
| Oral exam |
| Seminar work |
| Skills |
|---|
| Seminar work |
| Competences |
|---|
| Oral exam |
|
Recommended literature
|
-
Hušek, Roman. Aplikovaná ekonometrie : teorie a praxe. Vyd. 1. Praha: Oeconomica, 2009. ISBN 978-80-245-1623-3.
-
Meloun M., Militký J. Interaktivní statistická analýza dat. Praha: Karolinum, 2013. ISBN 978-80-246-2173-9.
-
WOOLDRIDGE, J. M. Introductory econometrics : a modern approach. 3rd ed. Mason: Thomson/South-Western, 2006. ISBN 0-324-28978-2.
|