Reducing bias and mitigating the influence of excess of zeros in regression covariates with multi-outcome adaptive LAD-lasso

Jyrki Möttönen, Tero Lähderanta, Janne Salonen, Mikko J. Sillanpaa

Research output: Contribution to journalArticleScientificpeer-review

Original languageEnglish
JournalCommunications in Statistics: Theory and Methods
Volume53
Issue number13
Pages (from-to)4730-4744
Number of pages15
ISSN0361-0926
DOIs
Publication statusPublished - 22 Mar 2023
MoE publication typeA1 Journal article-refereed

Fields of Science

  • Multivariate analysis
  • P >> n regression
  • Penalized regression
  • Robust procedures
  • Variable selection
  • Zero-inflated continuous data
  • 111 Mathematics

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