Several matrix algebra applications in linear regression analysis, information theory, ODE and geometry

In this research article we proposed some important applications of Matrix Algebra tools. Role of determinants in fitting a regression line has been the presented here. Moreover, how the matrices are useful in Information theory is also discussed. The importance of Modal Matrix in obtaining the gene...

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Bibliographic Details
Main Authors: Krishna, Y. Hari, Arunamayi, G. V., Babu, K. Ramesh, Kishore, S. Nanda, Rajaiah, M., Mahaboob, B.
Format: Conference Proceeding
Language:English
Subjects:
Determinants
Information theory
Matrices (mathematics)
Matrix algebra
Regression analysis
Online Access:Get full text
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Summary:In this research article we proposed some important applications of Matrix Algebra tools. Role of determinants in fitting a regression line has been the presented here. Moreover, how the matrices are useful in Information theory is also discussed. The importance of Modal Matrix in obtaining the general solution of first order SLDE is shown. Lastly the use of determinants in Analytical Geometry are also discussed.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0216119