Zombieunternehmen werden mittlerweile sowohl in den Medien als auch in der Wissenschaft breit diskutiert. Da sich die meisten Studien vorrangig international mit dem Phänomen auseinandersetzen, fehlt es an detaillierten Analysen für die Schweiz. Das vorliegende Kurzpapier beleuchtet daher...

This paper offers an exhaustive analysis of the effectiveness of several models and methodologies that are commonly used to forecast financial failure: Linear, MDA, Logit, and artificial neural network. Our main aim is to evaluate their relative strengths and weaknesses, in terms of technical...

This paper examines the post-pandemic performance of micro, small, and medium-sized firms using Self-Organizing Maps (SOMs), a type of Artificial Neural Network that groups patterns based on their similarities. The goal is to identify the key characteristics that enable firms to face market...

Artificial intelligence and machine learning have increasing influence on the financial sector, but also on economy as a whole. The impact of artificial intelligence and machine learning on banking risk management has become particularly interesting after the global financial crisis. The...

Banks hold liquid and illiquid assets. An illiquid bank that receives a liquidity shock sells assets to liquid banks in exchange for cash. We characterize the constrained efficient allocation as the solution to a planner's problem and show that the market equilibrium is constrained inefficient,...

A major difficulty in determining the appropriate risk premium for lending to small businesses is the lack of market value information. This paper develops a mean-variance model that uses available failure rate data to establish a benchmark risk premium for lending to firms in specific...

In previous works, the importance of risk management implementation was addressed with regard to the problem of bankruptcy threat, with the explanation of risk impact on higher bankruptcy costs or the underinvestment problem. However, the evaluation of the impact of risk outcomes is technically...

This paper presents analysis of profitability indicators of Polish construction companies threatened with bankruptcy compared to analogous indicators obtained by Polish construction entities as a whole. The analysis concerns companies generating positive and negative financial results (both EBIT...

Default probability is a fundamental variable determining the credit worthiness of a firm and equity volatility estimation plays a key role in its evaluation. Assuming a structural credit risk modeling approach, we study the impact of choosing different non parametric equity volatility...

Empirical evidence suggests that capital structure varies across firms facing different levels of information asymmetry, however, this evidence contradict the prediction of pecking order hypothesis. Although debt capacity constraints offer some explanation for this discrepancy, it fails to...