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researcher

R. Ślepaczuk

26 papers hereh-index 14576 citations85 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author23

Across the 25 of 26 papers where every author was matched, so the position is known.

fields
  • q-fin.TR13
  • q-fin.CP4
  • q-fin.PM4
  • q-fin.RM2
  • q-fin.ST2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedHybrid Models for Financial Forecasting: Combining Econometric, Machine Learning, and Deep Learning Models

3 citations · 11 across the 24 of their papers we have counts for

collaborators
Showing q-fin.RMShow all

2 papers · 1 filter

q-fin.RM2024

Improving Realized LGD Approximation: A Novel Framework with XGBoost for Handling Missing Cash-Flow Data

Zuzanna Kostecka, Robert Ślepaczuk

The scope for the accurate calculation of the Loss Given Default (LGD) parameter is comprehensive in terms of financial data. In this research, we aim to explore methods for improv…

q-fin.RM2023★ 1 cited

Systemic risk indicator based on implied and realized volatility

Paweł Sakowski, Rafał Sieradzki, Robert Ślepaczuk

We propose a new measure of systemic risk to analyze the impact of the major financial market turmoils in the stock markets from 2000 to 2023 in the USA, Europe, Brazil, and Japan.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.