Chapter 1. Financial Management Under Uncertainty – An Introduction -- Part 1: Financial Management Under Uncertainty: Corporates -- Chapter 2. Consideration of Uncertainties in Business Valuations -- Chapter 3. Increased Uncertainty in Times of Crises and Implications for Financial Reporting,...

This paper presents an overview of the procedures that are involved in prediction with machine learning models with special emphasis on deep learning. We study suitable objective functions for prediction in high-dimensional settings and discuss the role of regularization methods in order to...

This paper presents an overview of the procedures that are involved in prediction with machine learning models with special emphasis on deep learning. We study suitable objective functions for prediction in high-dimensional settings and discuss the role of regularization methods in order to...

In this paper, we analyse the dynamic relationship among the Chinese renewable energy stock prices, the U.S renewable energy stock prices, oil prices and technology stock prices. We apply a four-variable Lag Augmented Vector Autoregressive (LAVAR) model to study the return interactions among the...