Predicting cash holdings using supervised machine learning algorithms

HIGHLIGHTS

  • who: u015eirin u00d6zlem from the Department of Industrial University, Istanbul, Turkey have published the paper: Predicting cash holdings using supervised machine learning algorithms, in the Journal: (JOURNAL)
  • what: The model has 19 financial ratios and Turkey`s country-specific World Uncertainty Index (WUI). Based on the findings , this study has significant implications for corporate managers and researchers. The authors focus mainly on Turkish firms and their characteristics.
  • how: Multiu2011layer neural_networks This method is developed by Rumelhart et_al and forms the basis of deep learning studies. The pairwise correlation matrix and VIF results are . . .

     

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