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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "margEVT" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'margEVT: Regularized Point Processes and Stochastic Marginalization for Extremes'
version: 0.1.0
abstract: Implements a non-stationary extreme value analysis framework by coupling
  a covariate-driven Non-Homogeneous Poisson Process (NHPP) with Elastic-Net regularization
  and exact analytical gradients. Provides methodologies for estimating conditional
  return levels and unconditional (marginalized) return levels via parametric stochastic
  integration over Vector Autoregressive VAR(p) covariate trajectories, or non-parametric
  block bootstrapping. Methodologies are based on Villa (2026) <https://sabi.ufrgs.br/>
  "A Novel Regularized Point Process and Stochastic Marginalization Framework for
  Return Level Inference under Covariate-Driven Extremes" (Master's dissertation,
  Universidade Federal do Rio Grande do Sul).
authors:
- family-names: Villa
  given-names: Rodrigo Fonseca
  email: rodrigo03.villa@gmail.com
  orcid: https://orcid.org/0009-0005-2938-2270
preferred-citation:
  type: thesis
  title: A Novel Regularized Point Process and Stochastic Marginalization Framework
    for Return Level Inference under Covariate-Driven Extremes
  authors:
  - family-names: Villa
    given-names: Rodrigo Fonseca
    email: rodrigo03.villa@gmail.com
    orcid: https://orcid.org/0009-0005-2938-2270
  institution:
    name: Instituto de Matemática e Estatística, Universidade Federal do Rio Grande
      do Sul
    address: Porto Alegre, Brazil
  year: '2026'
  notes: 'Unpublished dissertation. Advisor: Flavio Ziegelmann.'
  thesis-type: Master's Thesis
repository: https://cran.r-universe.dev
commit: 2e72ae5f8031a2a9ce1befc0f3ecbf2b6912612a
date-released: '2026-07-23'
contact:
- family-names: Villa
  given-names: Rodrigo Fonseca
  email: rodrigo03.villa@gmail.com
  orcid: https://orcid.org/0009-0005-2938-2270