Finite-sample and asymptotic sign-based tests for parameters of non-linear quantile regression with Markov noise; Journal of Physics: Conference Series; Vol. 803 : Information Technologies in Business and Industry (ITBI2016)
| Parent link: | Journal of Physics: Conference Series Vol. 803 : Information Technologies in Business and Industry (ITBI2016).— 2017.— [012150, 7 p.] |
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| Autor Principal: | |
| Autor Corporativo: | |
| Outros autores: | , |
| Summary: | Title screen One of the most noticeable features of sign-based statistical procedures is an opportunity to build an exact test for simple hypothesis testing of parameters in a regression model. In this article, we expanded a sing-based approach to the nonlinear case with dependent noise. The examined model is a multi-quantile regression, which makes it possible to test hypothesis not only of regression parameters, but of noise parameters as well. |
| Idioma: | inglés |
| Publicado: |
2017
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| Subjects: | |
| Acceso en liña: | http://dx.doi.org/10.1088/1742-6596/803/1/012150 http://earchive.tpu.ru/handle/11683/38193 |
| Formato: | Electrónico Capítulo de libro |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=654441 |
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| 200 | 1 | |a Finite-sample and asymptotic sign-based tests for parameters of non-linear quantile regression with Markov noise |f M. A. Sirenko, P. F. Tarasenko, M. I. Pushkarev | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: 9 tit.] | ||
| 330 | |a One of the most noticeable features of sign-based statistical procedures is an opportunity to build an exact test for simple hypothesis testing of parameters in a regression model. In this article, we expanded a sing-based approach to the nonlinear case with dependent noise. The examined model is a multi-quantile regression, which makes it possible to test hypothesis not only of regression parameters, but of noise parameters as well. | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\3526 |t Journal of Physics: Conference Series | |
| 463 | 0 | |0 (RuTPU)RU\TPU\network\19875 |t Vol. 803 : Information Technologies in Business and Industry (ITBI2016) |o International Conference, 21–26 September 2016, Tomsk, Russian Federation |o [proceedings] |f National Research Tomsk Polytechnic University (TPU) ; eds. N. V. Martyushev ; V. S. Avramchuk ; V. A. Faerman |v [012150, 7 p.] |d 2017 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
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| 610 | 1 | |a регрессии | |
| 610 | 1 | |a шумы | |
| 610 | 1 | |a тестирование | |
| 610 | 1 | |a статистические процедуры | |
| 700 | 1 | |a Sirenko |b M. A. | |
| 701 | 1 | |a Tarasenko |b P. F. | |
| 701 | 1 | |a Pushkarev |b M. I. |c specialist in the field of automatic control |c Associate Professor of Tomsk Polytechnic University, Candidate of Sciences |f 1987- |g Maksim Ivanovich |3 (RuTPU)RU\TPU\pers\30702 |9 14982 | |
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| 856 | 4 | |u http://dx.doi.org/10.1088/1742-6596/803/1/012150 | |
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