APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES
The basic methods for approximating the elementary functions of the probability distribution density of a random sample from the general set of statistical material used in the field of operational reliability of cars are analyzed. It was proposed to use the Johnson and Pearson distribution systems...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | Russian |
| Published: |
Siberian State Automobile and Highway University
2017-08-01
|
| Series: | Вестник СибАДИ |
| Subjects: | |
| Online Access: | https://vestnik.sibadi.org/jour/article/view/13 |
| _version_ | 1797873517518127104 |
|---|---|
| author | V. A. Korchagin V. I. Ignatenko D. K. Sysoev |
| author_facet | V. A. Korchagin V. I. Ignatenko D. K. Sysoev |
| author_sort | V. A. Korchagin |
| collection | DOAJ |
| description | The basic methods for approximating the elementary functions of the probability distribution density of a random sample from the general set of statistical material used in the field of operational reliability of cars are analyzed. It was proposed to use the Johnson and Pearson distribution systems to describe non-Gaussian experimental data, which allow us to describe practically any unimodal distributions. The effectiveness of the use of these distribution systems was investigated by statistical modeling. Results of approbation of statistical models on real data are presented. |
| first_indexed | 2024-04-10T01:16:49Z |
| format | Article |
| id | doaj.art-eb8dc2926d5a44c7a4bd954bfb8cf495 |
| institution | Directory Open Access Journal |
| issn | 2071-7296 2658-5626 |
| language | Russian |
| last_indexed | 2024-04-10T01:16:49Z |
| publishDate | 2017-08-01 |
| publisher | Siberian State Automobile and Highway University |
| record_format | Article |
| series | Вестник СибАДИ |
| spelling | doaj.art-eb8dc2926d5a44c7a4bd954bfb8cf4952023-03-13T09:52:47ZrusSiberian State Automobile and Highway UniversityВестник СибАДИ2071-72962658-56262017-08-0103(55)687410.26518/2071-7296-2017-3(55)-81-8610APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLESV. A. Korchagin0V. I. Ignatenko1D. K. Sysoev2ФГБОУ ВО «ЛГТУ»ФГБОУ ВО «ЛГТУ»Институт сервиса, туризма и дизайна (филиал) ФГАОУ ВО «Северо-Кавказский федеральный университетThe basic methods for approximating the elementary functions of the probability distribution density of a random sample from the general set of statistical material used in the field of operational reliability of cars are analyzed. It was proposed to use the Johnson and Pearson distribution systems to describe non-Gaussian experimental data, which allow us to describe practically any unimodal distributions. The effectiveness of the use of these distribution systems was investigated by statistical modeling. Results of approbation of statistical models on real data are presented.https://vestnik.sibadi.org/jour/article/view/13элементарные функциистатистическая модельнегауссовское распределениеметод моментовавтомобиль |
| spellingShingle | V. A. Korchagin V. I. Ignatenko D. K. Sysoev APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES Вестник СибАДИ элементарные функции статистическая модель негауссовское распределение метод моментов автомобиль |
| title | APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES |
| title_full | APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES |
| title_fullStr | APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES |
| title_full_unstemmed | APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES |
| title_short | APPLICATION OF NONGAUSSIAN STATISTICAL MODELS IN THE PROBLEMS OF TECHNICAL OPERATION OF VEHICLES |
| title_sort | application of nongaussian statistical models in the problems of technical operation of vehicles |
| topic | элементарные функции статистическая модель негауссовское распределение метод моментов автомобиль |
| url | https://vestnik.sibadi.org/jour/article/view/13 |
| work_keys_str_mv | AT vakorchagin applicationofnongaussianstatisticalmodelsintheproblemsoftechnicaloperationofvehicles AT viignatenko applicationofnongaussianstatisticalmodelsintheproblemsoftechnicaloperationofvehicles AT dksysoev applicationofnongaussianstatisticalmodelsintheproblemsoftechnicaloperationofvehicles |