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In this research article, a former Bi-Directional Causation Model proposed by the author is revisited and enhanced with regards its performance by upgrading it to the Poly Step Bi-Directional Causation Model. A sound validation model is also presented along with the schema for ascertaining Ranks based on Causation Coefficients is also presented. Causation Expectation Maximization is also presented in detail. Also, a schema for hyper-refinement of the advented models is also presented. Furthermore, an Exhaustive Iterative Functional Segregation Schema for Dynamical Functions comprising of Multi-Collinear Multi-Parameters is also presented.

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Holistic Theories on Exhaustive Functional Segregation, Bi-Directional Poly Step Causation, Causation Expectation Maximization – Universal Causation Analysis I

  • 会议论文

  • 发表日期：

    2025年

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  • Ramesh Chandra Bagadi,
  • Jeffrey Russell

摘要

In this research article, a former Bi-Directional Causation Model proposed by the author is revisited and enhanced with regards its performance by upgrading it to the Poly Step Bi-Directional Causation Model. A sound validation model is also presented along with the schema for ascertaining Ranks based on Causation Coefficients is also presented. Causation Expectation Maximization is also presented in detail. Also, a schema for hyper-refinement of the advented models is also presented. Furthermore, an Exhaustive Iterative Functional Segregation Schema for Dynamical Functions comprising of Multi-Collinear Multi-Parameters is also presented.