Publications

Real estate data in action

Portfolio Diversification Across U.S. Gateway and Non-Gateway Real Estate Markets

The price of clean air: quantifying air pollution exposure in real estate decisions

Artificial intelligence and its potential impact on the real estate industry

Daily appraisal of commercial real estate a new mixed frequency approach

Is the AI revolution a real estate boon or bane?

Real estate’s new roommate: the good, the bad & the algorithmic

Does Retrofitting Pay Off? An Analysis of German Multifamily Building Data

Forecasting office rents with ensemble models – the case for European real estate markets

Exploring the predictive power of Artificial Neuronal Networks and traditional regression

Combining machine learning and econometrics: Application to commercial real estate prices

Unleashing the potential of ChatGPT in property valuation reports

Buy-to-Live vs. Buy-to-Let: The Impact of Real Estate Investors on Housing Costs and Neighborhoods

Carbon Risk Real Estate Monitor CREEM

Interpretable machine learning for real estate market analysis

What are tenants demanding the most? A machine learning approach for the prediction of time on market

A Machine Learning Approach to Price Indices: Applications in Commercial Real Estate

Navigating the future of property professionals: an AI-enabled paradigm