investments, there is a noticeable lack of reports or studies that analyze these costs with state-of-the-art statistical … techniques. Specifically, past studies usually assume linear relationships between costs and building attributes, they do not … attributes on electricity, heating and maintenance costs for office buildings in Germany in a multivariate structured additive …