A new VIKOR-based in-sample-out-of-sample classifier with application in bankruptcy prediction
نویسندگان
چکیده
منابع مشابه
An out-of-sample evaluation framework for DEA with application in bankruptcy prediction
Nowadays, data envelopment analysis (DEA) is a well-established non-parametric methodology for performance evaluation and benchmarking. DEA has witnessed a widespread use in many application areas since the publication of the seminal paper by Charnes, Cooper and Rhodes in 1978. However, to the best of our knowledge, no published work formally addressed out-of-sample evaluation in DEA. In this p...
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Choice of Sample Split in Out-of-Sample Forecast Evaluation∗
Out-of-sample tests of forecast performance depend on how a given data set is split into estimation and evaluation periods, yet no guidance exists on how to choose the split point. Empirical forecast evaluation results can therefore be difficult to interpret, particularly when several values of the split point might have been considered. When the sample split is viewed as a choice variable, rat...
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ژورنال
عنوان ژورنال: Annals of Operations Research
سال: 2019
ISSN: 0254-5330,1572-9338
DOI: 10.1007/s10479-019-03223-0