ANALYSIS OF THE ESTIMATES DISTRIBUTION OF THE REGRESSION MODEL PARAMETERS FOR THE FIELD EMISSION SIGNAL
DOI:
https://doi.org/10.30888/2415-7538.2019-14-01-019Keywords:
field electron emission, linear regression, Fowler-Nordheim law, agreement criteria.Abstract
The methods of regression analysis were used to study the current-voltage characteristics of a system with a field cathode. A two-parameter model of the field electron emission signal is considered. Within the framework of mathematical modeling, estimate
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References
Fowler R.H., Nordheim L.W. Electron Emission in Intense Electric Fields // Proceedings of the Royal Society A: Mathematical, physical and Engineering Sciences, 1928. Vol. 119. №781. P. 173–181.
Тюрин Н.Н., Макаров А.А. Анализ данных на компьютере. М.: ИНФРА-М, 2003. 544 с.
Lilliefors H.W. On the Kolmogorov-Smirnov test for normality with mean and variance unknown // Journal of the American Statistical Association. Vol. 62. No. 318 (Jun., 1967). P. 399–402.
Кобзарь А.И. Прикладная математическая статистика. Для инженеров и научных работников. М.: ФИЗМАТЛИТ, 2006. 816 с.
Jarque C.M., Bera A. K. A test for normality of observations and regression residuals // International Statistical Review. Vol. 62. No. 318, 1987. P. 163–172.
Егоров Н.В., Антонов А.Ю., Вараюнь М.И. Анализ вольт-амперных характеристик полевого катода на основе регрессионных моделей // Поверхность. Рентгеновские, синхротронные и нейтронные исследования. 2018, №5. С. 1–8.
References:
Fowler R.H., Nordheim L.W. Electron Emission in Intense Electric Fields // Proceedings of the Royal Society A: Mathematical, physical and Engineering Sciences, 1928. Vol. 119. №781. P. 173–181.
Tyurin N.N., Makarov A.A. Analiz dannih na kompyutere // INFRA-M, 2003. P. 544.
Lilliefors H.W. On the Kolmogorov-Smirnov test for normality with mean and variance unknown // Journal of the American Statistical Association. Vol. 62. No. 318, 1967. P. 399–402.
Kobzar A.I. Prikladnaya matematicheskaya statistika. Dlya injenerov i nauchnih rabotnikov // FIZMATLIT, 2006. P. 816.
Jarque C.M., Bera A. K. A test for normality of observations and regression residuals // International Statistical Review. Vol. 62. No. 318, 1987. P. 163–172.
Egorov N.V., Antonov A.Y., Varayun M.I. Analiz volt-ampernih harakteristik polevogo katoda na osnove regressionnih modelei // Poverhnost. Rentgenovskie_ sinhrotronnie i neitronnie issledovaniya. 2018, No 10. P. 1–8.
