This study examines the relationship between environmental innovation and firm valuation between 2019 and 2023, within a broader framework that includes governance and macroeconomic variables. This study employs Bayesian model averaging and random forest methodologies to analyse how...

The paper investigates the effect of environmental policies on the market valuation of companies within the European Union's Industrial sector, along with traditional financial indicators. Taking into account the Corporate Sustainability Reporting Directive imposed by the European Union...

The paper investigates the effect of environmental policies on the market valuation of companies within the European Union's Industrial sector, along with traditional financial indicators. Taking into account the Corporate Sustainability Reporting Directive imposed by the European Union...

In this paper we develop a new machine learning estimator for ordered choice models based on the Random Forest. The proposed Ordered Forest flexibly estimates the conditional choice probabilities while taking the ordering information explicitly into account. In addition to common machine...