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Home  >  Volume 34

Estimation of Nonorthogonal Problem Using Time Series Dataset by Olewuezi N. P., Onoghojobi B. and Bartholomew D.C. (pages 141- 150)
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Based on the presentation of the principles of nonorthogonal problem, we discuss the difference in some of the approaches. A simple procedure to include the R-squared and Root Mean Square Error (RMSE) is proposed and tested. The results showed that the Partial Least Square Regression provides better predictions due to a small RMSE value.

  Key words: Nonorthogonal, Mean Square, Partial Least Square, R Square