ANOVA assisted variable selection in high-dimensional multicategory response data

• Main Authors: Naganaidu, Demudu, Mohd. Khalid, Zarina
• Format: Article
• Language: English
• Published: Horizon Research Publishing 2023
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/105680/1/ZarinaMohdKhalid2023_ANOVAAssistedVariableSelectioninHigh.pdf; http://eprints.utm.my/105680/; http://dx.doi.org/10.13189/ms.2023.110110
• Institution: Universiti Teknologi Malaysia

Multinomial logistic regression is preferred in the classification of multicategory response data for its ease of interpretation and the ability to identify the associated input variables for each category. However, identifying important input variables in high-dimensional data poses several challen...