Enlarging of the sample to address multicollinearity
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866913411646881792 |
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| author | Gómez, Román Salmerón García, Catalina García Sánchez, Ainara Rodríguez |
| author_facet | Gómez, Román Salmerón García, Catalina García Sánchez, Ainara Rodríguez |
| contents | The paper analyzes how the enlarging of the sample affects to the mitigation of collinearity concluding that it may mitigate the consequences of collinearity related to statistical analysis but not necessarily the numerical instability. The problem that is addressed is of importance in the teaching of social sciences since it discusses one of the solutions proposed almost unanimously to solve the problem of multicollinearity. For a better understanding and illustration of the contribution of this paper, two empirical examples are presented and not highly technical developments are used. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_01172 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Enlarging of the sample to address multicollinearity Gómez, Román Salmerón García, Catalina García Sánchez, Ainara Rodríguez Applications 62J05 The paper analyzes how the enlarging of the sample affects to the mitigation of collinearity concluding that it may mitigate the consequences of collinearity related to statistical analysis but not necessarily the numerical instability. The problem that is addressed is of importance in the teaching of social sciences since it discusses one of the solutions proposed almost unanimously to solve the problem of multicollinearity. For a better understanding and illustration of the contribution of this paper, two empirical examples are presented and not highly technical developments are used. |
| title | Enlarging of the sample to address multicollinearity |
| topic | Applications 62J05 |
| url | https://arxiv.org/abs/2407.01172 |