<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods"^^ . "The purpose of this paper is to present two different\r\napproaches of financial distress pre-warning models appropriate for risk supervisors, investors and policy makers. We examine a sample of the financial institutions and electronic companies of Taiwan Security Exchange (TSE) market from 2002 through 2008. We present a binary logistic regression with paned data analysis. With the pooled binary logistic regression we build a model including more variables in the regression than with random effects, while the in-sample and out-sample forecasting performance is higher in random effects estimation than in pooled regression. On the other hand we estimate an Adaptive Neuro-Fuzzy Inference System (ANFIS) with Gaussian and Generalized Bell (Gbell) functions and we find that ANFIS outperforms significant Logit regressions in both in-sample and out-of-sample periods, indicating that ANFIS is a\r\nmore appropriate tool for financial risk managers and for the economic policy makers in central banks and national statistical services."^^ . "2010-04" . . "40" . . "World Academy of Science, Engineering and Technology"^^ . . . "World Academy of Science, Engineering and Technology"^^ . . . "2010376X" . . . . . . . "Eleftherios"^^ . "Giovanis"^^ . "Eleftherios Giovanis"^^ . . . . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods (PDF)"^^ . . . . . "World Academy of Science, Engineering and Technology_Giovanis_2010.pdf"^^ . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods (Other)"^^ . . . . . . "preview.jpg"^^ . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods (Other)"^^ . . . . . . "medium.jpg"^^ . . . "A Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #1635 \n\nA Study of Panel Logit Model and Adaptive Neuro-Fuzzy Inference System in the Prediction of Financial Distress Periods\n\n" . "text/html" . . . "DS Asia"@en . . . "HD28 Management. Industrial Management"@en . .