Luciana Meoli

Bank of Italy

Via Nazionale 91

Rome, 00184

Italy

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A Decision-making Rule to Detect Insufficient Data Quality: An Application of Statistical Learning Techniques to the Non-performing Loans Banking Data?

Bank of Italy Occasional Paper No. 666
Number of pages: 29 Posted: 14 Feb 2022
Barbara La Ganga, Marco Orlandi, Paolo Cimbali, Marco De Leonardis, Alessio Fiume and Luciana Meoli
Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy, Bank of Italy and Bank of Italy
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Abstract:

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potential outliers, non-performing loans, data quality, supervised machine learning, logistic regression