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

Issue:

Vol. 8 No. 2 (2022): July-December

Keywords:

Non-Linear regresion, Bisection method, Numerical method

Articles

Downloads

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

Downloads

Download data is not yet available.

Metrics

Metrics Loading ...

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."

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

Department of marine technology

Ruben Cornelius Siagian, Medan State University

Department of Physics

Budiman Nasution, Medan State University

Department of Physics

Goldberd Harmuda Duva Sinaga, Universitas HKBP Nommensen

Physics Education Study Program, Faculty of Mathematics and Natural Sciences

Indah Indah, Medan State University

Department of Physics

License

Copyright (c) 2022 Lulut Alfaris, Ruben Cornelius Siagian, Goldberd Harmuda Duva Sinaga, Budiman Nasution, Indah Indah

Creative Commons License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Authors who publish with Jurnal Pendidikan Fisika dan Teknologi (JPFT) agree to the following terms:

  1. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License 4.0 International License (CC-BY-SA License). This license allows authors to use all articles, data sets, graphics, and appendices in data mining applications, search engines, web sites, blogs, and other platforms by providing an appropriate reference. The journal allows the author(s) to hold the copyright without restrictions and will retain publishing rights without restrictions.
  2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in Jurnal Pendidikan Fisika dan Teknologi (JPFT).
  3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).

Similar Articles

<< < 4 5 6 7 8 9 10 11 12 13 > >> 

You may also start an advanced similarity search for this article.