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researcher

Matheus B. Guerrero

5 papers hereh-index 439 citations9 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • q-bio.NC1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedConex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data

3 citations · 4 across the 5 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2023

Modern extreme value statistics for Utopian extremes

Jordan Richards, Noura Alotaibi, Daniela Cisneros +4

Capturing the extremal behaviour of data often requires bespoke marginal and dependence models which are grounded in rigorous asymptotic theory, and hence provide reliable extrapol…

stat.ME2022

Club Exco: clustering brain extreme communities from multi-channel EEG data

Matheus B. Guerrero, Paolo V. Redondo, Marco A. Pinto-Orellana +3

Current methods for clustering brain networks over time often rely on cross-dependence measures computed from the entire range of EEG signals, which can obscure information specifi…

stat.ME2020★ 1 cited

Integer-valued autoregressive process with flexible marginal and innovation distributions

Matheus B. Guerrero, Wagner Barreto-Souza, Hernando Ombao

INteger Auto-Regressive (INAR) processes are usually defined by specifying the innovations and the operator, which often leads to difficulties in deriving marginal properties of th…

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