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  1. Petropoulos, Anastasios [Author]; Siakoulis, Vasilis [Author]

    Can central bank speeches predict financial market turbulence? : evidence from an adaptive NLP sentiment index analysis using XGBoost machine learning technique

    2021

    Published in: Türkiye Cumhuriyet Merkez Bankası: Central Bank review ; 21(2021), 4 vom: Dez., Seite 141-153

  2. Lazaris, Panagiotis [Author] ; Petropoulos, Anastasios [Other]; Siakoulis, Vasileios [Other]; Stavroulakis, Evangelos [Other]; Vlachogiannakis, Nikos [Other]; Vrettakou, Xenia [Other]

    Winter Is Coming : Repercussions of a New COVID-19 Wave in Global Stock Markets

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    [S.l.]: SSRN, [2020]

  3. Petropoulos, Anastasios [Author]; Stavroulakis, Evangelos [Author]; Lazaris, Panagiotis [Author]; Siakoulis, Vasilis [Author]; Vlachogiannakis, Nikolaos [Author]

    Is COVID-19 reflected in AnaCredit dataset? A big data - machine learning approach for analysing behavioural patterns using loan level granular information

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    [S.l.]: SSRN, [2023]

    Published in: Bank of Greece Working Paper ; No. 315

  4. Klamargias, Aristotelis [Author]; Petropoulos, Anastasios [Author]; Siakoulis, Vasileios [Author]; Mylonas, Dionysios [Author]

    A Combined Statistical Framework for Forecasting Default Rates of Greek Financial Institutions’ Credit Portfolios

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    [S.l.]: SSRN, 2022

    Published in: Bank of Greece Working Paper ; No. 243

  5. Lazaris, Panagiotis [Author]; Petropoulos, Anastasios [Author]; Siakoulis, Vasileios [Author]; Stavroulakis, Evangelos [Author]; Vlachogiannakis, Nikos [Author]

    Interest Rate Pass Through in the Deposit and Loan Products Provided by Greek Banks

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    [S.l.]: SSRN, 2022

    Published in: Bank of Greece Working Paper ; No. 287 <br>

  6. Lazaris, Panagiotis [Author]; Petropoulos, Anastasios [Author]; Siakoulis, Vasileios [Author]; Stavroulakis, Evangelos [Author]; Vlachogiannakis, Nikolaos [Author]

    Interest rate pass through in the deposit and loan products provided by Greek banks

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    Athens: Bank of Greece, February 2021

    Published in: Ethnikē Trapeza tēs Hellados: Working Paper ; 287

  7. Petropoulos, Anastasios [Author]; Siakoulis, Vasilis [Author]; Mylonas, Dionysios [Author]; Klamargias, Aristotelis [Author]

    A combined statistical framework for forecasting default rates of Greek financial institutions' credit portfolios

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    Athens: Bank of Greece, March 2018

    Published in: Ethnikē Trapeza tēs Hellados: Working Paper ; 243