Regression and Arima Residual Have High Accuracy to Estimate Percent Adsorption Spectral Based on Wavelength at Barium Titanate

Authors

  • Muhammad Nur Aidi  Department of Statistics, Faculty of Mathematics and Sciences Natural (FMIPA), Bogor Agricultural University (IPB), Kampus IPB Dramaga Bogor Indonesia
  • Budi Susetyo  Department of Statistics, Faculty of Mathematics and Sciences Natural (FMIPA), Bogor Agricultural University (IPB), Kampus IPB Dramaga Bogor Indonesia
  • Hendradi Hardhienata  Department of Physics, Faculty of Mathematics and Sciences Natural (FMIPA), Bogor Agricultural University (IPB), Kampus IPB Dramaga Bogor Indonesia
  • Irzaman  Department of Physics, Faculty of Mathematics and Sciences Natural (FMIPA), Bogor Agricultural University (IPB), Kampus IPB Dramaga Bogor Indonesia

Keywords:

Barium Titanate, Regression and ARIMA Residual, Percent Adsorption, Wavelength visible light, Maximum-Minimum Adsorption.

Abstract

Has successfully Reviewed Regression and Arima Residual Have High Accuracy To Estimate Percent adsorption Spectral-Based on Wavelength at Barium Titanate. Regression equations often produce errors that are not independent, especially in the regression of observational data. At wavelength from 400.06 to 463.77, the model combination between Arima and linear regression is Y_i=-1.115052+0.004X_i-0.98106 e_(i-1)+z_i. At wavelength from 464.13  to 724.85, The model combination between Arima and quadratic regression is Y_i=0.809462-0.001 X_i+8.82x?10?^(-7) ?X^2?_i+ ?1.000401 e?_(i-1)+z_i. At wavelength 725.18  to 950.1, The model combination between Arima and quadratic regression (a convex form) is Y_i=-1.33887+0.005 X_i-2.82 x ?10?^(-6) ?X^2?_i+ ?0.83931 e?_(i-1)+0.1221 e_(i-2)+z_i. The absolute minimum of percent adsoption is 0.526015 % at x =566.893, local maximum of percent adsoption is 0.740028 % at x = 463.77, absolute maximum is 0.877442 % at x=886.525.

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International Journal of Scientific Research in Science, Engineering and Technology

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Published

2018-08-30

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Volume 4, Issue 9, July-August-2018

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Research Articles

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[1]
Muhammad Nur Aidi, Budi Susetyo, Hendradi Hardhienata, Irzaman, " Regression and Arima Residual Have High Accuracy to Estimate Percent Adsorption Spectral Based on Wavelength at Barium Titanate, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 9, pp.585-602, July-August-2018.