Usage of matrices in statistics
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Abstract (EN)
Various statistical methods are used in the analysis and interpretation of the data which is obtained from the scientific researches. The concept of matrix which is a part of linear algebra has an important role in these studies. The matrices in statistics are used in regression analysis, analysis of variance and linear models. Sweep operator, which is a form of matrix, is a versatile operator used in the statistics. Sweep operator can be used to generate some of expressions such as, the solution of the normal equations, the sum of squares,the sum of squares error determinant of a matrix, Cholesky decomposition matrix, Doolittle matrix and generalized inverse. In this study, some special matrices used in various fields of statistics and Sweep operator are investigated.
Author
Murat Polat
How to Cite
Murat Polat (Master Thesis). Usage of matrices in statistics, 2013, Çukurova University.
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