International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




Downloads: 105

Research Paper | Statistics | India | Volume 4 Issue 9, September 2015


An Alternative Approach to Estimate the Coefficients for Non-Orhogonal Data

B. Saikia [2] | R. Singh [7]


Abstract: Multicollinearity can cause serious problem in estimation and prediction, increasing the variance of least squares estimators of the regression coefficients and tending to produce least square estimates that are too large in absolute value. This paper shows how the dynamic programming algorithm can be used to estimate the regression coefficient. It also shows how the algorithm can be used to calculate various statistical quantities like the coefficient of determination, the F-statistics and the t-statistics.


Keywords: Dynamic programming, Least Square, Multicollinearity


Edition: Volume 4 Issue 9, September 2015,


Pages: 1020 - 1023


How to Cite this Article?

B. Saikia, R. Singh, "An Alternative Approach to Estimate the Coefficients for Non-Orhogonal Data", International Journal of Science and Research (IJSR), Volume 4 Issue 9, September 2015, pp. 1020-1023, https://www.ijsr.net/get_abstract.php?paper_id=SUB158245

How to Share this Article?






Similar Articles with Keyword 'Least Square'

Downloads: 34

Research Paper, Statistics, India, Volume 10 Issue 3, March 2021

Pages: 601 - 602

Prelude of Astrostatistics

Amar Singh [9]

Share this Article

Downloads: 100

Research Paper, Statistics, Turkey, Volume 5 Issue 11, November 2016

Pages: 1811 - 1814

Estimation of the Egg Albumen Weight in the Japanese Quails using Ridge Regression Method

Senol Celik [2] | Bunyamin Sogut

Share this Article


Top