Untangling the complexity of market competition in consumer goods—A complex Hilbert PCA analysis

• Makoto Mizuno ,

  Contributed equally to this work with: Makoto Mizuno, Hideaki Aoyama, Yoshi Fujiwara

  Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: makmizuno@gmail.com

  Affiliation School of Commerce, Meiji University, Tokyo, Japan

  https://orcid.org/0000-0001-6809-2405

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• Hideaki Aoyama ,

  Contributed equally to this work with: Makoto Mizuno, Hideaki Aoyama, Yoshi Fujiwara

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Research Institute of Economy, Trade and Industry, Tokyo, Japan, RIKEN iTHEMS, Wako, Saitama, Japan

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• Yoshi Fujiwara

  Contributed equally to this work with: Makoto Mizuno, Hideaki Aoyama, Yoshi Fujiwara

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Graduate School of Simulation Studies, University of Hyogo, Kobe, Japan

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