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A linear regression model for the field emission signal. / Lifantova, Ekaterina E.; Varayun, Marina I.; Antonov, Andrei Yu.

2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. 7880407.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Lifantova, EE, Varayun, MI & Antonov, AY 2017, A linear regression model for the field emission signal. in 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings., 7880407, Institute of Electrical and Electronics Engineers Inc., 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016, Saint-Petersburg, Russian Federation, 4/10/16. https://doi.org/10.1109/VMNEYR.2016.7880407

APA

Lifantova, E. E., Varayun, M. I., & Antonov, A. Y. (2017). A linear regression model for the field emission signal. In 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings [7880407] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VMNEYR.2016.7880407

Vancouver

Lifantova EE, Varayun MI, Antonov AY. A linear regression model for the field emission signal. In 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2017. 7880407 https://doi.org/10.1109/VMNEYR.2016.7880407

Author

Lifantova, Ekaterina E. ; Varayun, Marina I. ; Antonov, Andrei Yu. / A linear regression model for the field emission signal. 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017.

BibTeX

@inproceedings{7f65bd15e21b42bdbdbe307ea8777861,
title = "A linear regression model for the field emission signal",
abstract = "In the paper the problem of constructing a linear regression model to estimate the parameters of the integral Fowler-Nordheim equation is considered. Numerical modeling of the field emission current with a normally distributed noise is carried out. Based on the method of least squares, estimates of the parameters of the Fowler-Nordheim equation are constructed. The application of statistical tests showed that in most cases the remains of a linear regression model are normally distributed, in spite of the logarithmic transformation of the integrated current-voltage characteristics. In a sense, the results are justify the applicability of the convenient methods of linear regression analysis to estimate the parameters of the I-V curve.",
author = "Lifantova, {Ekaterina E.} and Varayun, {Marina I.} and Antonov, {Andrei Yu}",
year = "2017",
month = mar,
day = "16",
doi = "10.1109/VMNEYR.2016.7880407",
language = "English",
booktitle = "2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",
note = "2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 ; Conference date: 04-10-2016 Through 05-10-2016",

}

RIS

TY - GEN

T1 - A linear regression model for the field emission signal

AU - Lifantova, Ekaterina E.

AU - Varayun, Marina I.

AU - Antonov, Andrei Yu

PY - 2017/3/16

Y1 - 2017/3/16

N2 - In the paper the problem of constructing a linear regression model to estimate the parameters of the integral Fowler-Nordheim equation is considered. Numerical modeling of the field emission current with a normally distributed noise is carried out. Based on the method of least squares, estimates of the parameters of the Fowler-Nordheim equation are constructed. The application of statistical tests showed that in most cases the remains of a linear regression model are normally distributed, in spite of the logarithmic transformation of the integrated current-voltage characteristics. In a sense, the results are justify the applicability of the convenient methods of linear regression analysis to estimate the parameters of the I-V curve.

AB - In the paper the problem of constructing a linear regression model to estimate the parameters of the integral Fowler-Nordheim equation is considered. Numerical modeling of the field emission current with a normally distributed noise is carried out. Based on the method of least squares, estimates of the parameters of the Fowler-Nordheim equation are constructed. The application of statistical tests showed that in most cases the remains of a linear regression model are normally distributed, in spite of the logarithmic transformation of the integrated current-voltage characteristics. In a sense, the results are justify the applicability of the convenient methods of linear regression analysis to estimate the parameters of the I-V curve.

UR - http://www.scopus.com/inward/record.url?scp=85017216192&partnerID=8YFLogxK

U2 - 10.1109/VMNEYR.2016.7880407

DO - 10.1109/VMNEYR.2016.7880407

M3 - Conference contribution

AN - SCOPUS:85017216192

BT - 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2016 Young Researchers in Vacuum Micro/Nano Electronics, VMNE-YR 2016

Y2 - 4 October 2016 through 5 October 2016

ER -

ID: 9425010