Fraudulent financial reporting is a matter of great social and economic concern. Managers may distort financial statements so as to present their companies more favorably to investors or creditors. On the other hand, auditors are the ones who are expected to identify fraudulent financial...

This paper focuses on the development of both failure prediction models on a paired sample and a random sample of small and medium-sized firms with head offices located in the region of Castilla y León (Spain), in order to prove if the predictive power of the developed models is affected by the...

The level of default in financial institutions is a key piece of information in the activity of these organizations and reveals their level of risk. This in turn explains the growing attention given to variables of this kind, during the crisis of these last years. This paper presents a method to...

This paper presents a study of Artificial Neural Network (ANN) and Bayesian Network (BN) for use in stock index prediction. The data from Nigerian Stock Exchange (NSE) market are applied as a case study. Based on the rescaled range analysis, the neural network was used to capture the...

Econometric models, in the estimation of real estate prices, are a useful and realistic approach for buyers and for local and fiscal authorities. From the classical hedonic models to more data driven procedures, based on Artificial Neural Networks (ANN), many papers have appeared in economic...

This article aims to identify the most relevant variables that allow through a neural network model (RNA), with supervised learning, in a kind of error correction and feedforward perceptron multilayer architecture to achieve the best predictors of low risk, in the process of microcredit....

Through this paper the author discusses the phenomenon of excessive Government borrowing and the factors that lead Governments to be so dependent on financial markets. It is argued that the combined effect of unregulated financial intermediaries, hedge funds and Credit Rating Agencies in...

In this study we estimate indirect bankruptcy costs for a recent sample of large corporate bankruptcies in the United States over the period, 1997 to 2004. We find indirect bankruptcy costs of approximately 2%, 6.2% and 14.9% of firm value in years -3, -2 and -1 relative to the year of...

Article refers to the issue of credit risk management in commercial banks. Particular attention is paid to the problem of stress testing. In addition, methods are presented that allow prediction of the losses of the portfolio in the context of extreme events relating to the crises of financial...

Risk of financial failure is defined as the inability of a firm to pay its current liabilities. Financial failure may lead firms to bankrupt or go into liquidation. This paper aims to develop reliable model to identify the financial failure risk of the firms listed on Istanbul Stock Exchange...