Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania
We are studying the economic phenomenon of the unemployment in Maramures County of Romania. To obtain plausible conclusions regarding this study we apply different types of regression: the linear regression, polynomial regression, spline and B-spline regression. In this paper we focus on the numeric...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2016-09-01
|
| Series: | Studia Universitatis Vasile Goldis Arad, Seria Stiinte Economice |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/sues-2016-0014 |
| _version_ | 1811321137599086592 |
|---|---|
| author | Tilca Magnolia Bojor Meda |
| author_facet | Tilca Magnolia Bojor Meda |
| author_sort | Tilca Magnolia |
| collection | DOAJ |
| description | We are studying the economic phenomenon of the unemployment in Maramures County of Romania. To obtain plausible conclusions regarding this study we apply different types of regression: the linear regression, polynomial regression, spline and B-spline regression. In this paper we focus on the numerical side of the research and we compare the predicted values, the graphic representation of the evolution, the future predictions and the errors generated by the regressions mentioned above. The calculations are performed in R, a programming language for statistical computing. An implementation in R is given. |
| first_indexed | 2024-04-13T13:11:40Z |
| format | Article |
| id | doaj.art-2e956255b4c841cfae9d6362d51ebc5c |
| institution | Directory Open Access Journal |
| issn | 2285-3065 |
| language | English |
| last_indexed | 2024-04-13T13:11:40Z |
| publishDate | 2016-09-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Studia Universitatis Vasile Goldis Arad, Seria Stiinte Economice |
| spelling | doaj.art-2e956255b4c841cfae9d6362d51ebc5c2022-12-22T02:45:35ZengSciendoStudia Universitatis Vasile Goldis Arad, Seria Stiinte Economice2285-30652016-09-01263446110.1515/sues-2016-0014sues-2016-0014Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of RomaniaTilca Magnolia0Bojor Meda1”Vasile Goldis” Western University of Arad”Gheorghe Sincai” National College Baia MareWe are studying the economic phenomenon of the unemployment in Maramures County of Romania. To obtain plausible conclusions regarding this study we apply different types of regression: the linear regression, polynomial regression, spline and B-spline regression. In this paper we focus on the numerical side of the research and we compare the predicted values, the graphic representation of the evolution, the future predictions and the errors generated by the regressions mentioned above. The calculations are performed in R, a programming language for statistical computing. An implementation in R is given.https://doi.org/10.1515/sues-2016-0014linear regressionsplines regressionb-spline regressionr languagethe evolution of the unemployment in maramures |
| spellingShingle | Tilca Magnolia Bojor Meda Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania Studia Universitatis Vasile Goldis Arad, Seria Stiinte Economice linear regression splines regression b-spline regression r language the evolution of the unemployment in maramures |
| title | Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania |
| title_full | Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania |
| title_fullStr | Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania |
| title_full_unstemmed | Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania |
| title_short | Comparative Study on Different Types of Regression Applied to Unemployment in Maramures County of Romania |
| title_sort | comparative study on different types of regression applied to unemployment in maramures county of romania |
| topic | linear regression splines regression b-spline regression r language the evolution of the unemployment in maramures |
| url | https://doi.org/10.1515/sues-2016-0014 |
| work_keys_str_mv | AT tilcamagnolia comparativestudyondifferenttypesofregressionappliedtounemploymentinmaramurescountyofromania AT bojormeda comparativestudyondifferenttypesofregressionappliedtounemploymentinmaramurescountyofromania |