Maximum likelihood estimation of perceptual differences in sorting tasks

• Yulong Liu ,

  Contributed equally to this work with: Yulong Liu, Huazhi Li

  Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing

  Affiliation Key Laboratory of Intelligent Monitoring on Navigation Safety, Hunan University of Information Technology, Changsha, China

  https://orcid.org/0000-0001-5212-6076

  ⨯
• Huazhi Li ,

  Contributed equally to this work with: Yulong Liu, Huazhi Li

  Roles Writing – original draft, Writing – review & editing

  Affiliation Liaoning Normal University, Liaoning, China

  ⨯
• Yali Xiang,

  Roles Visualization

  Affiliation Key Laboratory of Intelligent Monitoring on Navigation Safety, Hunan University of Information Technology, Changsha, China

  ⨯
• Mengni Zhou,

  Roles Software

  Affiliation College of Software, Taiyuan University of Technology, Taiyuan, China

  ⨯
• Qingqing Li,

  Roles Writing – review & editing

  Affiliation School of Education, Wenzhou University, Wenzhou, China

  ⨯
• Hongtao Yu,

  Roles Writing – review & editing

  Affiliation Liaoning Normal University, Liaoning, China

  ⨯
• Yoshimichi Ejima,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft

  Affiliation Cognitive Neuroscience Lab, Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan

  ⨯
• Satoshi Takahashi,

  Roles Data curation, Writing – review & editing

  Affiliation Cognitive Neuroscience Lab, Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan

  ⨯
• Jiajia Yang ,

  Roles Funding acquisition, Investigation, Project administration, Writing – review & editing

  * E-mail: yang@okayama-u.ac.jp

  Affiliation Cognitive Neuroscience Lab, Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan

  ⨯
• Bin Bai,

  Roles Writing – review & editing

  Affiliation Key Laboratory of Intelligent Monitoring on Navigation Safety, Hunan University of Information Technology, Changsha, China

  ⨯
• Xinian Yi,

  Roles Writing – review & editing

  Affiliation Key Laboratory of Intelligent Monitoring on Navigation Safety, Hunan University of Information Technology, Changsha, China

  ⨯
• Jinglong Wu

  Roles Funding acquisition, Methodology, Resources, Software, Writing – review & editing

  Affiliation Cognitive Neuroscience Lab, Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama, Japan

  ⨯