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M. Magris

15 papers hereh-index 12565 citations31 works total

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

author position
  • sole author2
  • first author7
  • middle author5
  • last author1

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • econ.EM3
  • q-fin.ST3
  • cs.CE2
  • cs.LG1
  • q-fin.RM1
same name
  • M. Magris — 1 paper, h 2
  • M. Magris — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedBenchmark Dataset for Mid-Price Forecasting of Limit Order Book Data with Machine Learning Methods

118 citations · 167 across the 15 of their papers we have counts for

collaborators
Showing q-fin.STShow all

3 papers · 1 filter

q-fin.ST2022

Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots

Mostafa Shabani, Martin Magris, George Tzagkarakis +2

Cross-correlation analysis is a powerful tool for understanding the mutual dynamics of time series. This study introduces a new method for predicting the future state of synchroniz…

q-fin.ST2018

Option market (in)efficiency and implied volatility dynamics after return jumps

Juho Kanniainen, Martin Magris

In informationally efficient financial markets, option prices and this implied volatility should immediately be adjusted to new information that arrives along with a jump in underl…

q-fin.ST2017★ 1 cited

Implied volatility smile dynamics in the presence of jumps

Martin Magris, Perttu Barholm, Juho Kanniainen

The main purpose of this work is to examine the behavior of the implied volatility smiles around jumps, contributing to the literature with a high-frequency analysis of the smile d…

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