|
Lecturer(s)
|
-
Kočvarová Ilona, Mgr. Ph.D.
|
|
Course content
|
Course content 1. Multiple linear regression. 2. Logistic regression. 3. Classification trees. 4. Introduction to structural modeling. 5. Path analysis. The content can be modified after consultation with the students.
|
|
Learning activities and teaching methods
|
|
unspecified
|
| prerequisite |
|---|
| Knowledge |
|---|
| Successful completion of the course Quantitative Methodology is expected. |
| Successful completion of the course Quantitative Methodology is expected. |
| learning outcomes |
|---|
| principles of using quantitative analytical procedures |
| principles of using quantitative analytical procedures |
| principles of presenting analytical results in social sciences |
| principles of presenting analytical results in social sciences |
| generally accepted quality indicators of implemented analytical procedures |
| generally accepted quality indicators of implemented analytical procedures |
| differences in statistical and substantive significance in the outputs of analytical procedures |
| differences in statistical and substantive significance in the outputs of analytical procedures |
| connections between the outputs of various analytical procedures |
| connections between the outputs of various analytical procedures |
| limits and errors in interpreting the outputs of analytical procedures |
| limits and errors in interpreting the outputs of analytical procedures |
| Skills |
|---|
| use various data analysis methods |
| use various data analysis methods |
| use appropriate analytical tools for hypothesis testing |
| use appropriate analytical tools for hypothesis testing |
| take into account the nature of research data when analyzing |
| take into account the nature of research data when analyzing |
| present the results of analytical procedures in accordance with APA methodological standards |
| present the results of analytical procedures in accordance with APA methodological standards |
| reflect on the limits of applied analytical procedures |
| reflect on the limits of applied analytical procedures |
| teaching methods |
|---|
| Knowledge |
|---|
| Exercises on PC |
| Exercises on PC |
| Practice exercises |
| Practice exercises |
| Individual work of students |
| Individual work of students |
| Skills |
|---|
| Exercises on PC |
| Exercises on PC |
| Individual work of students |
| Individual work of students |
| Practice exercises |
| Practice exercises |
| assessment methods |
|---|
| Knowledge |
|---|
| Written examination |
| Written examination |
| Analysis of seminar paper |
| Analysis of seminar paper |
|
Recommended literature
|
-
Field, A. P. Discovering statistics using IBM SPSS statistics: and sex and drugs and rock'n'roll (4th ed.). London: SAGE, 2013.
-
RABUŠIC, Ladislav, Petr SOUKUP a Petr MAREŠ. Statistická analýza sociálněvědních dat (prostřednictvím SPSS). Brno, Masarykova univerzita. 2019.
-
Soukup, P. Pokročilá analýza dat v SPSS a AMOS. Masarykova Univerzita, 2022. ISBN 978-80-210-9935-7.
|