About research of some nonparametric estimations of regression function according observations
Автор: Demchenko Ya. I., Orlova A.S.
Журнал: Сибирский аэрокосмический журнал @vestnik-sibsau
Рубрика: Кибернетика, системный анализ, приложения
Статья в выпуске: 5 (31), 2010 года.
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Task of regression function restoration according observations with random errors is considered in the article. Usage of the classical nonparametric estimations of regression curve for such purposes doesn't always give satisfactory results on small samples. The new class of nonparametric estimations is proposed, it allows to increase the regression curve restoration quality of according observations.
Nonparametric estimators, squared deviation, regression, convergence, discrete-continuous process, kernel estimators, statistic simulation
Короткий адрес: https://sciup.org/148176327
IDR: 148176327
