Using correlation matrices in predicting airline performance
The article considers the issue of making forecasts of the main indicators of the activities of airlines for their effective functioning in the air transportation market. It describes the life cycle of airlines and provides a classification of the forecasts that are currently being made. The in...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education
2021-11-01
|
| Series: | Омский научный вестник |
| Subjects: | |
| Online Access: | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%205%20(179)%20(%D0%9E%D0%9D%D0%92)/15-18%20%D0%A4%D0%B5%D0%BE%D0%BA%D1%82%D0%B8%D1%81%D1%82%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%93.,%20%D0%9F%D0%BE%D1%82%D0%B0%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%94.%20%D0%AE..pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832572766351523840 |
|---|---|
| author | O. G. Feoktistova D. Yu. Potapova |
| author_facet | O. G. Feoktistova D. Yu. Potapova |
| author_sort | O. G. Feoktistova |
| collection | DOAJ |
| description | The article considers the issue of making forecasts of the
main indicators of the activities of airlines for their effective
functioning in the air transportation market. It describes
the life cycle of airlines and provides a classification
of the forecasts that are currently being made. The
interrelation of correlations of the key parameters of the
airline’s functioning is considered, the use of correlations
in forecasting is shown, actual calculations are presented,
and a significant increase in forecast accuracy when using
this forecasting method is demonstrated. |
| format | Article |
| id | doaj-art-b588c6efa74e42b7944164bf3b0e5881 |
| institution | Kabale University |
| issn | 1813-8225 2541-7541 |
| language | English |
| publishDate | 2021-11-01 |
| publisher | Omsk State Technical University, Federal State Autonoumos Educational Institution of Higher Education |
| record_format | Article |
| series | Омский научный вестник |
| spelling | doaj-art-b588c6efa74e42b7944164bf3b0e58812025-02-02T07:58:35ZengOmsk State Technical University, Federal State Autonoumos Educational Institution of Higher EducationОмский научный вестник1813-82252541-75412021-11-015 (179)151810.25206/1813-8225-2021-179-15-18Using correlation matrices in predicting airline performanceO. G. Feoktistova0D. Yu. Potapova1Moscow State Technical University of Civil AviationMoscow State Technical University of Civil AviationThe article considers the issue of making forecasts of the main indicators of the activities of airlines for their effective functioning in the air transportation market. It describes the life cycle of airlines and provides a classification of the forecasts that are currently being made. The interrelation of correlations of the key parameters of the airline’s functioning is considered, the use of correlations in forecasting is shown, actual calculations are presented, and a significant increase in forecast accuracy when using this forecasting method is demonstrated.https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%205%20(179)%20(%D0%9E%D0%9D%D0%92)/15-18%20%D0%A4%D0%B5%D0%BE%D0%BA%D1%82%D0%B8%D1%81%D1%82%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%93.,%20%D0%9F%D0%BE%D1%82%D0%B0%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%94.%20%D0%AE..pdflife cycle of an airlineforecasting the main indicators of airline activitiescorrelation coefficientcorrelation matricescorrelation radiusforecast error |
| spellingShingle | O. G. Feoktistova D. Yu. Potapova Using correlation matrices in predicting airline performance Омский научный вестник life cycle of an airline forecasting the main indicators of airline activities correlation coefficient correlation matrices correlation radius forecast error |
| title | Using correlation matrices in predicting airline performance |
| title_full | Using correlation matrices in predicting airline performance |
| title_fullStr | Using correlation matrices in predicting airline performance |
| title_full_unstemmed | Using correlation matrices in predicting airline performance |
| title_short | Using correlation matrices in predicting airline performance |
| title_sort | using correlation matrices in predicting airline performance |
| topic | life cycle of an airline forecasting the main indicators of airline activities correlation coefficient correlation matrices correlation radius forecast error |
| url | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2021/%E2%84%96%205%20(179)%20(%D0%9E%D0%9D%D0%92)/15-18%20%D0%A4%D0%B5%D0%BE%D0%BA%D1%82%D0%B8%D1%81%D1%82%D0%BE%D0%B2%D0%B0%20%D0%9E.%20%D0%93.,%20%D0%9F%D0%BE%D1%82%D0%B0%D0%BF%D0%BE%D0%B2%D0%B0%20%D0%94.%20%D0%AE..pdf |
| work_keys_str_mv | AT ogfeoktistova usingcorrelationmatricesinpredictingairlineperformance AT dyupotapova usingcorrelationmatricesinpredictingairlineperformance |