Michael Mühlbauer
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Office: Feldkirchenstra?e 21, Room F21/00.82, 96052 Bamberg
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E-Mail: michael.muehlbauer(at)uni-bamberg.de
Phone: +49 (0) 951 863-2534
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Pillar 3: Changes in Human Capital, Labour Markets and Demographic Structures and their Impact on Social Inequality in Modern Societies
Field: Statistics
Research Interests: Small Area Estimation, Generalized Linear Mixed Modelling, Spatial Data Analysis, Random Forests
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// DISSERTATION PROJECT
Small Area Estimation of Socioeconomic Indicators
In a first project, my dissertation addresses the challenge of obtaining reliable estimates of travel activity at the district level from large-scale mobility surveys. Using Small Area Estimation (SAE) models, correlations between the dependent variable (Mean Trip Kilometers - MTK) and auxiliary data are exploited to improve the precision of the estimates at the level of German districts.
Along similar lines, ongoing research explores the use of satellite auxiliary data in an algorithm called Kernel Density Estimation to disaggregate statistical indicators into finer subdomains.
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// ACADEMIC BACKGROUND
2019-2021
M.Sc. in European Economic Studies, University of Bamberg
2015-2019
B.A. in Business Administration, OTH Regensburg
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// EXPERIENCE
Teaching Experience
Introductory Econometrics, Data Analysis in Python, Multivariate Methods
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? Bamberg Graduate School of Social Sciences
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