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March 28, 2026Arabian Journal for Science and EngineeringOpen Access

Enhanced Analysis of Means with Multiple Covariates: A Family of Ratio-Based ANOMC Tests

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Authors

HAH. A. AlSubaieTMTahir MahmoodMRMuhammad Riaz

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Overview

Analyzing Means with Covariates in Biomedical and Engineering Datasets, Highlighting Performance Improvement.

Key Points

  • To evaluate the performance of the ANOMC test with multiple covariates using various ratio estimators.
  • Developed a family of ANOMC tests: ANOMC-MR1 to ANOMC-MR5.
  • Conducted Monte Carlo simulations to assess Type I error rates and test power.
  • Analyzed biomedical and mechanical engineering datasets for practical application.
  • ANOMC-MR2, ANOMC-MR3, ANOMC-MR4, and ANOMC-MR5 showed higher performance than ANOMC-MR1 in most simulations.
  • Type I error rates were assessed across different covariate scenarios.

Cite This Study

AlSubaie et al. (2026) studied this question.

synapsesocial.com/papers/69c771c58bbfbc51511e1ccahttps://doi.org/10.1007/s13369-026-11179-0
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