Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

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Machine learning, big data, and the cross-section of stock returns in international markets

2022/45/B/HS4/00451

Keywords:

machine learning big data return predictability the cross-section of stock returns international financial markets equity anomalies asset pricing

Descriptors:

  • HS4_6: Financial markets, international finance, public finance

Panel:

HS4 - Individuals, institutions, markets: economics, finance, management, demography, social and economic geography, urban studies

Host institution :

Uniwersytet Ekonomiczny w Poznaniu, Instytut Finansów

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Adam Zaremba 

Number of co-investigators in the project: 2

Call: OPUS 23 - announced on 2022-03-28

Amount awarded: 503 145 PLN

Project start date (Y-m-d): 2023-01-27

Project end date (Y-m-d): 2026-01-26

Project duration:: 36 months (the same as in the proposal)

Project status: Pending project

Project description

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Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (4)
  1. Do Anomalies Really Predict Market Returns? New Data and New Evidence
    Authors:
    Nusret Cakici, Christian Fieberg, Daniel Metko, Adam Zaremba
    Academic press:
    Review of Finance (rok: 2023, tom: 28(1), strony: 16072), Wydawca: Oxford Academics
    Status:
    Published
    DOI:
    10.1093/rof/rfad025 - link to the publication
  2. Machine learning goes global: Cross-sectional return predictability in international stock markets
    Authors:
    Nusret Cakici, Christian Fieberg, Daniel Metko, Adam Zaremba
    Academic press:
    Journal of Economic Dynamics and Control (rok: 2023, tom: 155, strony: 104725), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.jedc.2023.104725 - link to the publication
  3. Cross-country factor momentum
    Authors:
    Christian Fieberg, Daniel Metko, Adam Zaremba
    Academic press:
    Economics Letters (rok: 2024, tom: 235, strony: 111552), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.econlet.2024.111552 - link to the publication
  4. Factor seasonalities: International and further evidence
    Authors:
    Aleksander Mercik, Daniel Cupriak, Adam Zaremba
    Academic press:
    Finance Research Letters (rok: 2023, tom: 58, Part A, strony: 104293), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.frl.2023.104293 - link to the publication