Wolfgang Schäfers

University of Regensburg - International Real Estate Business School (IREBS)

Universitaetsstrasse 31

Regenburg, Bavaria 93040

Germany

SCHOLARLY PAPERS

3

DOWNLOADS

525

SSRN CITATIONS

0

CROSSREF CITATIONS

0

Scholarly Papers (3)

1.

Revealing the Risk Perception of Investors using Machine Learning

Number of pages: 55 Posted: 09 Sep 2020 Last Revised: 08 Feb 2022
University of Regensburg - International Real Estate Business School (IREBS), University of Regensburg - Department of Finance, Royal Institute of Technology (KTH) and University of Regensburg - International Real Estate Business School (IREBS)
Downloads 331 (127,166)

Abstract:

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Real Estate Investment Trust (REIT), risk, text analysis, machine learning, Latent Dirichlet Allocation, Structural Topic Model, 10-K, Item 1A, Item 7A

2.

From Human Business to Machine Learning - Methods for Automating Real Estate Appraisals and their Practical Implications

Number of pages: 35 Posted: 20 Dec 2021 Last Revised: 30 Mar 2022
Moritz Stang, Bastian Krämer, Cathrine Nagl and Wolfgang Schäfers
University of Regensburg - International Real Estate Business School (IREBS), University of Regensburg - International Real Estate Business School (IREBS), University of Regensburg - International Real Estate Business School (IREBS) and University of Regensburg - International Real Estate Business School (IREBS)
Downloads 99 (360,995)

Abstract:

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Automated Valuation Models, Extreme Gradient Boosting, Housing Market, Machine Learning, Sales Comparison Method

3.

Explainable AI in a Real Estate Context - Exploring the Determinants of Residential Real Estate Values

Number of pages: 48 Posted: 20 Dec 2021 Last Revised: 21 Jun 2022
Bastian Krämer, Moritz Stang, Cathrine Nagl and Wolfgang Schäfers
University of Regensburg - International Real Estate Business School (IREBS), University of Regensburg - International Real Estate Business School (IREBS), University of Regensburg - International Real Estate Business School (IREBS) and University of Regensburg - International Real Estate Business School (IREBS)
Downloads 95 (370,420)

Abstract:

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Housing Market, Machine Learning, Feature Importance, Explainable AI, ALE Plots