Search Results - subject:"BANKRUPTCY PREDICTION"

On unbalanced sampling in bankruptcy prediction

Gruszczyński, Marek - In: International Journal of Financial Studies 7 (2019) 2, pp. 1-13

The paper discusses methodological topics of bankruptcy prediction modelling-unbalanced sampling, sample bias, and …

Persistent link: https://www.econbiz.de/10013200206

Predicting micro-enterprise failures using data mining techniques

Ptak-Chmielewska, Aneta - In: Journal of Risk and Financial Management 12 (2019) 1, pp. 1-17

Research analysis of small enterprises are still rare, due to lack of individual level data. Small enterprise failures are connected not only with their financial situation abut also with non-financial factors. In recent research we tend to apply more and more complex models. However, it is not...

Persistent link: https://www.econbiz.de/10012611168

Tax arrears versus financial ratios in bankruptcy prediction

Lukason, Oliver; Andresson, Art - In: Journal of Risk and Financial Management 12 (2019) 4, pp. 1-13

This paper aims to compare the usefulness of tax arrears and financial ratios in bankruptcy prediction. The analysis is …

Persistent link: https://www.econbiz.de/10012611196

Generalized additive model with embedded variable selection for bankruptcy prediction: Prediction versus interpretation

Valencia, Carlos; Cabrales, Sergio; Garcia, Laura; … - In: Cogent Economics & Finance 7 (2019) 1, pp. 1-14

This paper explores the properties of using a generalized additive model with embedded variable selection for the prediction of bankruptcy. The main purpose is to explore an innovative way to close the gap between interpretation and prediction that has prevented widespread use of methods based...

Persistent link: https://www.econbiz.de/10012657511

On unbalanced sampling in bankruptcy prediction

Gruszczyński, Marek - In: International Journal of Financial Studies : open … 7 (2019) 2/28, pp. 1-13

The paper discusses methodological topics of bankruptcy prediction modelling—unbalanced sampling, sample bias, and …

Persistent link: https://www.econbiz.de/10012038732

Is the external audit report useful for bankruptcy prediction?

Muñoz-Izquierdo, Nora; Camacho-Miñano, María-del-Mar; … - In: International Journal of Financial Studies : open … 7 (2019) 2/20, pp. 1-23

Despite the number of studies on bankruptcy prediction using financial ratios, very little is known about how external … review is included, on previous studies on the interaction between bankruptcy prediction and the external audit information. …

Persistent link: https://www.econbiz.de/10012039600

A comparison on leading methodologies for bankruptcy prediction : the case of the construction sector in Lithuania

Giriūniene, Gintare; Giriūnas, Lukas; Morkunas, Mangirdas - In: Economies : open access journal 7 (2019) 3/82, pp. 1-20

prediction models under different conditions. Objectively, the abundance of bankruptcy prediction models gives rise to the idea … complexity of business tasks. The purpose of this study is to assess the suitability of existing bankruptcy prediction models and … employed. Results of the analysis confirm research hypotheses that bankruptcy prediction models based on macroeconomic …

Persistent link: https://www.econbiz.de/10012131209

Tax arrears versus financial ratios in bankruptcy prediction

Lukason, Oliver; Andresson, Art - In: Journal of risk and financial management : JRFM 12 (2019) 4/187, pp. 1-13

This paper aims to compare the usefulness of tax arrears and financial ratios in bankruptcy prediction. The analysis is …

Persistent link: https://www.econbiz.de/10012171032

Three essays on corporate bankruptcies and their prediction

Hüttemann, Martin - 2019

Persistent link: https://www.econbiz.de/10012105046

Predicting micro-enterprise failures using data mining techniques

Ptak-Chmielewska, Aneta - In: Journal of risk and financial management : JRFM 12 (2019) 1/30, pp. 1-17

Persistent link: https://www.econbiz.de/10012022335