Search Results - subject:"Linear discriminant analysis"

Combination of linear discriminant analysis and expert opinion for the construction of credit rating models: The case of SMEs

Habachi, Mohamed; Benbachir, Saâd - In: Cogent Business & Management 6 (2019), pp. 1-34

statistical approaches can be used, such as logistic regression and linear discriminant analysis to express the relationship … propose a new approach to combine the linear discriminant analysis and the expert opinion by using the Bayesian approach …. Indeed, we will build a rating model based on linear discriminant analysis and we will use the bayesian logic to determine …

Persistent link: https://www.econbiz.de/10012657044

A Discriminant Analysis of Insurance Companies in Ukraine

Riashchenko, Viktoriia - 2019

Determining and forecasting the financial situation of insurance companies of Ukraine has become an important issue of financial supervision in view of the need to ensure the sustainability of the financial sector and reduce the negative impact of the insolvency of insurance companies. Given the...

Persistent link: https://www.econbiz.de/10012894009

Combination of linear discriminant analysis and expert opinion for the construction of credit rating models : the case of SMEs

Habachi, Mohamed; Benbachir, Saâd - In: Cogent business & management 6 (2019), pp. 1-34

Persistent link: https://www.econbiz.de/10012622026

A new index score for the assessment of firm financial risks

Çolak, Mehmet Selman - Türkiye Cumhuriyet Merkez Bankası - 2019

Persistent link: https://www.econbiz.de/10012109625

Predicting financial distress of companies : comparison between multivariate discriminant analysis and multilayer perceptrion for Tunisian case

Mraihi, Fayçal; Kanzari, Inane - 2019

Persistent link: https://www.econbiz.de/10012059753

The failure prediction models : a comparative study

Ayadi, Nesrine - In: International journal of accounting and finance 9 (2019) 2/3/4, pp. 170-204

Persistent link: https://www.econbiz.de/10012249852

A study of corporate failure using data envelopment analysis and quadratic discriminant analysis : the case of the Greek construction sector during the period of the economic crisis

Christopoulos, Apostolos G.; Demiroglou, Nikolaos; … - In: International journal of financial engineering and risk … 3 (2019) 2, pp. 200-221

Persistent link: https://www.econbiz.de/10012253461

Application of AI in credit scoring modeling

Popovych, Bohdan - 2022

The scope of this study is to investigate the capability of AI methods to accurately detect and predict credit risks based on retail borrowers' features. The comparison of logistic regression, decision tree, and random forest showed that machine learning methods are able to predict credit...

Persistent link: https://www.econbiz.de/10013465855

Operations-based classification of the bullwhip effect

Gupta, Sachin; Saxena, Anurag - In: Journal of modelling in management 17 (2022) 1, pp. 134-153

Persistent link: https://www.econbiz.de/10012886287

A class of categorization methods for credit scoring models

Silva, Diego M. B.; Pereira, Gustavo H. A.; Magalhães, … - In: European journal of operational research : EJOR 296 (2022) 1, pp. 323-331

Persistent link: https://www.econbiz.de/10012820170