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

Authors(4) :-Muhammad Nur Aidi, Budi Susetyo, Hendradi Hardhienata, Irzaman

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.

Authors and Affiliations

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

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

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Publication Details

Published in : Volume 4 | Issue 9 | July-August 2018
Date of Publication : 2018-08-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 585-602
Manuscript Number : IJSRSET1849112
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

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.
Journal URL : http://ijsrset.com/IJSRSET1849112

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