Estimation of Nonorthogonal Problem Using Time Series Dataset

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200%">Abstract

200%">Based on presentation of the principles of nonorthogonal problem, we discuss the difference of some approaches. A simple procedure to include the R-squared and Root Mean Square Error (R.M.S.E) is proposed and tested. The results showed that the Partial Least Square Regression provides better predictions due to a small R.M.S.E value.

200%">Keyword. Nonorthogonal, Mean Square, Partial Least Square, R Square.

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200%">Table of Content

200%">1.0 Introduction

200%">2.0 The Ordinary Least Square Model

200%">2.3 Ridge Regression (RR).

200%">3.0 Result and Discussion

200%">3.1 Illustrative Example

200%">4.0 Conclusion

200%">4.1 Recommendation

200%">Reference

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APA

5dwMRZQ5c000db6f286b4.80924976, N. (2018). Estimation of Nonorthogonal Problem Using Time Series Dataset. Afribary. Retrieved from https://beta.afribary.com/works/estimation-of-nonorthogonal-problem-using-time-series-dataset-3649

MLA 8th

5dwMRZQ5c000db6f286b4.80924976, NJ2vxrq5c000db6f1e194.71670122 "Estimation of Nonorthogonal Problem Using Time Series Dataset" Afribary. Afribary, 29 Jan. 2018, https://beta.afribary.com/works/estimation-of-nonorthogonal-problem-using-time-series-dataset-3649. Accessed 08 Feb. 2026.

MLA7

5dwMRZQ5c000db6f286b4.80924976, NJ2vxrq5c000db6f1e194.71670122 . "Estimation of Nonorthogonal Problem Using Time Series Dataset". Afribary, Afribary, 29 Jan. 2018. Web. 08 Feb. 2026. < https://beta.afribary.com/works/estimation-of-nonorthogonal-problem-using-time-series-dataset-3649 >.

Chicago

5dwMRZQ5c000db6f286b4.80924976, NJ2vxrq5c000db6f1e194.71670122 . "Estimation of Nonorthogonal Problem Using Time Series Dataset" Afribary (2018). Accessed February 08, 2026. https://beta.afribary.com/works/estimation-of-nonorthogonal-problem-using-time-series-dataset-3649

Estimation of Nonorthogonal Problem Using Time Series Dataset

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