Vol. 8 No. 2 (2022): July-December
Open Access
Peer Reviewed

Non-Linear Regresion And Bisection Method Numerical Analysis of Humidity And Temperature Relationships

Authors

Lulut Alfaris , Ruben Cornelius Siagian , Budiman Nasution , Goldberd Harmuda Duva Sinaga , Indah Indah

DOI:

10.29303/jpft.v8i2.4394

Published:

2022-12-23

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Abstract

This study aims to analyze the correlation of temperature and humidity based on climatological data from Kuningan, West Java province, Indonesia, using non-linear regression and numerical analysis using the bisection method. In studying the education curriculum in Indonesia, most of them have studied linear regression, but only within certain limits, namely linear and multiple. It is still rare for students to use non-linear regression in their analysis. This paper will explain the analysis using non-linear regression as a source of data and equations in numerical analysis so that it can be applied in the context of the numerical bisection method. As for data processing and numerical analysis, Microsoft Excel is used. The authors combined the two variables in the non-linear analysis and used geometric equations for the numerical quotient analysis. The author displays the results of numerical graphs and real-time data obtained from the source "Data access viewer NASA."

Keywords:

Non-Linear regresion Bisection method Numerical method

References

Amemiya, T. (1983). Non-linear regression models. Handbook of Econometrics, 1, 333–389.

Ayyub, B. M., & McCuen, R. H. (1995). Numerical methods for engineers. Prentice-Hall, Inc.

Brook, R. J., & Arnold, G. C. (2018). Applied regression analysis and experimental design. CRC Press.

Codau, T. C., Onofrei, E., Petrusic, S., Bedek, G., Dupont, D., & Soulat, D. (2015). Mathematical Correlation of Test Methods For Measuring Water-Vapor Transmission Through Fabrics. Journal of Porous Media, 18(3).

Crosdale, P. J., Moore, T. A., & Mares, T. E. (2008). Influence of moisture content and temperature on methane adsorption isotherm analysis for coals from a low-rank, biogenically-sourced gas reservoir. International Journal of Coal Geology, 76(1–2), 166–174.

Jumin, E., Basaruddin, F. B., Yusoff, Y. B., Latif, S. D., & Ahmed, A. N. (2021). Solar radiation prediction using boosted decision tree regression model: A case study in Malaysia. Environmental Science and Pollution Research, 28(21), 26571-26583.

Pesaran, M. H., & Deaton, A. S. (1978). Testing non-nested nonlinear regression models. Econometrica: Journal of the Econometric Society, 677–694.

Roberts, E. (1960). The viability of cereal seed in relation to temperature and moisture: With eight figures in the text. Annals of Botany, 24(1), 12–31.

Zhao, Y., Wu, P., & Sun, W. (2014). Calculation of infrared system operating distance by spectral bisection method. Infrared Physics & Technology, 63, 198-203.

Author Biographies

Lulut Alfaris, Pangandaran Marine and Fisheries Polytechnic

Author Origin : Indonesia

Department of marine technology

Ruben Cornelius Siagian, Medan State University

Author Origin : Indonesia

Department of Physics

Budiman Nasution, Medan State University

Author Origin : Indonesia

Department of Physics

Goldberd Harmuda Duva Sinaga, Universitas HKBP Nommensen

Author Origin : Indonesia

Physics Education Study Program, Faculty of Mathematics and Natural Sciences

Indah Indah, Medan State University

Author Origin : Indonesia

Department of Physics

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How to Cite

Alfaris, L. ., Siagian, R. C., Nasution, B. ., Sinaga, G. H. D. ., & Indah, I. (2022). Non-Linear Regresion And Bisection Method Numerical Analysis of Humidity And Temperature Relationships . Jurnal Pendidikan Fisika Dan Teknologi, 8(2), 238–244. https://doi.org/10.29303/jpft.v8i2.4394