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Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. / Антонов, Андрей Юрьевич; Егоров, Николай Васильевич; Вараюнь, Марина Ивановна.

Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. ред. / Николай Васильевич Смирнов; Анна Геннадьевна Головкина. Cham, Switzerland, 2022. стр. 249-256 (Lecture Notes in Control and Information Sciences - Proceedings).

Результаты исследований: Публикации в книгах, отчётах, сборниках, трудах конференций › статья в сборнике материалов конференции › научная › Рецензирование

Harvard

Антонов, АЮ, Егоров, НВ & Вараюнь, МИ 2022, Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. в НВ Смирнов & АГ Головкина (ред.), Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. Lecture Notes in Control and Information Sciences - Proceedings, Cham, Switzerland, стр. 249-256, Stability and Control Processes, Saint Petersburg, Российская Федерация, 5/10/20. https://doi.org/10.1007/978-3-030-87966-2_27

APA

Антонов, А. Ю., Егоров, Н. В., & Вараюнь, М. И. (2022). Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. в Н. В. Смирнов, & А. Г. Головкина (Ред.), Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov (стр. 249-256). (Lecture Notes in Control and Information Sciences - Proceedings).. https://doi.org/10.1007/978-3-030-87966-2_27

Vancouver

Антонов АЮ, Егоров НВ, Вараюнь МИ. Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. в Смирнов НВ, Головкина АГ, Редакторы, Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. Cham, Switzerland. 2022. стр. 249-256. (Lecture Notes in Control and Information Sciences - Proceedings). https://doi.org/10.1007/978-3-030-87966-2_27

Author

Антонов, Андрей Юрьевич ; Егоров, Николай Васильевич ; Вараюнь, Марина Ивановна. / Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. Stability and Control Processes: Proceedings of the 4th International Conference Dedicated to the Memory of Professor Vladimir Zubov. Редактор / Николай Васильевич Смирнов ; Анна Геннадьевна Головкина. Cham, Switzerland, 2022. стр. 249-256 (Lecture Notes in Control and Information Sciences - Proceedings).

BibTeX

@inproceedings{348ef64610b44f35b1ab07d1bbd7253b,
title = "Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification",
abstract = "The problem of parametric identification of a field electron emission (FEE) signal is studied in the paper. The current response dependence on the voltage factor is investigated in terms of mathematical modeling by the least squares method.Attention is paid to the influence of the factor error on the parameters вetermination. It was found that after linearization of the response, the residuals of the regression model should show heteroscedasticity. At the same time, the autocorrelation effect was also checked. The Goldfeld—Quandt and Durbin—Watson tests, respectively, were performed. The significance of the regression model was monitored using Fisher{\textquoteright}s statistics. The normality of the residuals was investigated using the Shapiro—Wilk test.",
author = "Антонов, {Андрей Юрьевич} and Егоров, {Николай Васильевич} and Вараюнь, {Марина Ивановна}",
note = "Antonov, A.Y., Egorov, N.V., Varayun{\textquoteright}, M.I. (2022). Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification. In: Smirnov, N., Golovkina, A. (eds) Stability and Control Processes. SCP 2020. Lecture Notes in Control and Information Sciences - Proceedings. Springer, Cham. https://doi.org/10.1007/978-3-030-87966-2_27; Stability and Control Processes: International Conference Dedicated to the Memory of Professor Vladimir Zubov : Dedicated to the Memory of Professor Vladimir Zubov, SCP2020 ; Conference date: 05-10-2020 Through 09-10-2020",
year = "2022",
doi = "10.1007/978-3-030-87966-2_27",
language = "English",
isbn = "978-3-030-87965-5",
series = "Lecture Notes in Control and Information Sciences - Proceedings",
publisher = "Springer",
pages = "249--256",
editor = "Смирнов, {Николай Васильевич} and Головкина, {Анна Геннадьевна}",
booktitle = "Stability and Control Processes",
url = "http://www.apmath.spbu.ru/scp2020/, http://www.apmath.spbu.ru/scp2020/ru/main/, http://www.apmath.spbu.ru/scp2020/eng/program/#schedule, https://link.springer.com/conference/scp",

}

RIS

TY - GEN

T1 - Factor Values Measurement and Heteroscedasticity by the Example of FEE Signal Identification

AU - Антонов, Андрей Юрьевич

AU - Егоров, Николай Васильевич

AU - Вараюнь, Марина Ивановна

N1 - Conference code: 4

PY - 2022

Y1 - 2022

N2 - The problem of parametric identification of a field electron emission (FEE) signal is studied in the paper. The current response dependence on the voltage factor is investigated in terms of mathematical modeling by the least squares method.Attention is paid to the influence of the factor error on the parameters вetermination. It was found that after linearization of the response, the residuals of the regression model should show heteroscedasticity. At the same time, the autocorrelation effect was also checked. The Goldfeld—Quandt and Durbin—Watson tests, respectively, were performed. The significance of the regression model was monitored using Fisher’s statistics. The normality of the residuals was investigated using the Shapiro—Wilk test.

AB - The problem of parametric identification of a field electron emission (FEE) signal is studied in the paper. The current response dependence on the voltage factor is investigated in terms of mathematical modeling by the least squares method.Attention is paid to the influence of the factor error on the parameters вetermination. It was found that after linearization of the response, the residuals of the regression model should show heteroscedasticity. At the same time, the autocorrelation effect was also checked. The Goldfeld—Quandt and Durbin—Watson tests, respectively, were performed. The significance of the regression model was monitored using Fisher’s statistics. The normality of the residuals was investigated using the Shapiro—Wilk test.

UR - https://www.mendeley.com/catalogue/626d6df9-df69-354f-9803-6608a36bbd38/

U2 - 10.1007/978-3-030-87966-2_27

DO - 10.1007/978-3-030-87966-2_27

M3 - Conference contribution

SN - 978-3-030-87965-5

SN - 978-3-030-87968-6

T3 - Lecture Notes in Control and Information Sciences - Proceedings

SP - 249

EP - 256

BT - Stability and Control Processes

A2 - Смирнов, Николай Васильевич

A2 - Головкина, Анна Геннадьевна

CY - Cham, Switzerland

T2 - Stability and Control Processes: International Conference Dedicated to the Memory of Professor Vladimir Zubov

Y2 - 5 October 2020 through 9 October 2020

ER -

ID: 101143226