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We set out in this study to review a vast amount of recent literature on machine learning (ML) approaches to predicting financial distress (FD), including supervised, unsupervised and hybrid supervised-unsupervised learning algorithms. Four supervised ML models including the traditional support...
Persistent link: https://www.econbiz.de/10012864586
Demand forecasting has recently become a prime candidate for outsourcing. This research investigates how to design an information quality incentive (IQI) mechanism to manage the quality of demand forecasting in a multi-stage model where the company uses a forecaster's demand forecast to manage...
Persistent link: https://www.econbiz.de/10013052527
In the article the authors attempted to develop the neoclassical model of economic growth, repealing two assumptions … regarding the Solow growth model. First of all, the authors assume that the growth path of the number of employees is increasing … asymptotically to a fixed value, not to infinity as in the Solow model. The growth paths of the number of employees were determined …
Persistent link: https://www.econbiz.de/10012176006
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(such as asset-backed securities) and business entities heavily involved in financial innovation activities (such as certain … money center banks). The “intermediary depiction model” that the SEC has always used is inadequate in financial innovation …
Persistent link: https://www.econbiz.de/10013100915
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an investment decision and derive significantly more accurate failure predictions. By advancing a cross … than do less biased entrepreneurs in years following the investment. Overall, our results highlight the implications of … business plans for venture capital investment decisions …
Persistent link: https://www.econbiz.de/10013104201
We forecast income growth over the period 2000-2050 in the US, Canada, and France. To ground the forecasts on … into account the interaction between education and work experience. Forecasts show that growth will be weaker over the … slightly stimulate growth but would have no real impact on the gap between the countries …
Persistent link: https://www.econbiz.de/10012729226
) regression models is given. The problem of predicting the GDP growth rate of 15 industrialized economies in the time period 1996 …-2016 serves as an example. It is shown that the ANN model is able to yield much more accurate predictions of GDP growth rates than …
Persistent link: https://www.econbiz.de/10011897260