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Einrichtungen >> Fakultät Sozial- und Wirtschaftswissenschaften >> Bereich Soziologie >> Lehrstuhl für Soziologie, insbes. Methoden der empirischen Sozialforschung >>
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Fortgeschrittene Verfahren der Querschnittsanalyse: Advanced Regression Analysis using Stata- Dozentinnen/Dozenten
- Prof. Dr. Michael Gebel, Daniel Zeddel, M.A.
- Angaben
- Seminar
Rein Präsenz
4 SWS, Unterrichtssprache Deutsch
Zeit und Ort: Mo 14:00 - 18:00, RZ/00.07
- Voraussetzungen / Organisatorisches
- Voraussetzungen / Organisatorisches:
Students have to be familiar with the contents of the compulsory lecture “Research design” and the basics of multiple linear and binary logistic regression analysis. Moreover, students are required to be familiar with the statistics package Stata. These skills could either be acquired or refreshed in self-studies or by attending an online tutorial course. Link to Stata Tutorial: [https://vc.uni-bamberg.de/course/view.php?id=61372]
Registration:
Please register in the VC [https://vc.uni-bamberg.de/course/view.php?id=60858] of the event until 13.04.2023. Only the persons who are registered in the VC will receive all information about the course.
Type of instruction:
On-site teaching.
Language of instruction:
English.
Module-related examination:
Portfolio (time: 3 months) in English or German
- Inhalt
- Inhalt:
Learning targets:
The aim of this course is to empower participants:
-to critically discuss basic concepts and assumptions of multiple linear and logistic regression analyses,
-to conduct theory-driven empirical research
-to choose and specify the appropriate regression models according to the ideas of modern causal analysis
-to carry out regression analyses (multiple linear, binary logistic, ordinal logistic, and multinomial logistic) using the statistics package Stata,
-to interpret and present the results of regression analyses in tables and graphs.
Course contents:
We will shortly repeat the foundations of bivariate and multiple linear regression analysis and, then, focus on advanced topics of multiple regression analysis. The course is structured around four key topics of cross-sectional data analysis using parametric regression techniques: (1) multiple linear regression, (2) binary logistic regression, (3) ordinal logistic regression, and (4) multinomial logistic regression.
In lab sessions, participants will learn how to implement regression analyses using the statistics package Stata. The lab sessions and the seminar theses will draw on sociological questions and data of the German Social Survey (ALLBUS).
- Englischsprachige Informationen:
- Title:
- Advanced Regression Analysis using Stata
- Zusätzliche Informationen
- Erwartete Teilnehmerzahl: 30
Hinweis für Web-Redakteure:
Wenn Sie auf Ihren Webseiten einen Link zu dieser Lehrveranstaltung setzen möchten, verwenden Sie bitte einen der folgenden Links:Link zur eigenständigen Verwendung Link zur Verwendung in Typo3
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