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 and observation-driven models in inventory forecasting under fill rate constraints

2019/35/O/HS4/00345

Keywords:

inventory forecasting supply chain fill rate machine learning observation-driven models M-estimation hierarchical forecasts

Descriptors:

  • HS4_3: Econometrics, statistical methods
  • ST8_11: Production planning and control
  • HS4_9: Organization studies, strategic management, concepts and methods of management, logistics

Panel:

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

Host institution :

Uniwersytet Mikołaja Kopernika w Toruniu, Wydział Nauk Ekonomicznych i Zarządzania

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Joanna Bruzda 

Number of co-investigators in the project: 2

Call: PRELUDIUM BIS 1 - announced on 2019-09-16

Amount awarded: 436 800 PLN

Project start date (Y-m-d): 2020-10-01

Project end date (Y-m-d): 2025-09-30

Project duration:: 60 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

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 (3)
  1. Forecast Evaluation and Risk Management Strategies in Base Stock Inventory Systems with Fill Rate Commitments
    Authors:
    Joanna Bruzda, Jakub Wojtasik, Babak Abbasi
    Academic press:
    International Journal of Production Economics (rok: 2023, tom: brak, strony: brak), Wydawca: Elsevier
    Status:
    Submitted
  2. Forecast Evaluation and Risk Management Strategies in Base Stock Inventory Systems with Fill Rate Commitments
    Authors:
    Joanna Bruzda, Jakub Wojtasik, Babak Abbasi
    Academic press:
    International Journal of Production Economics (rok: 2023, tom: brak, strony: brak), Wydawca: Elsevier
    Status:
    Submitted
  3. Forecast Evaluation and Risk Management Strategies in Base Stock Inventory Systems with Fill Rate Commitments
    Authors:
    Joanna Bruzda, Jakub Wojtasik, Babak Abbasi
    Academic press:
    International Journal of Production Economics (rok: 2023, tom: brak, strony: brak), Wydawca: Elsevier
    Status:
    Submitted

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