A Short Comment on the use of R_adj^2 in Social Science

It is a common practice to prefer , over  to assess the explainability power of a statistical regression model among social scientists, especially for one having more than one independent variables. However, this preference is not advantageous at all times because the usage of  may end up in negativ...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Siddiqi, Ahmed F. (author)
التنسيق: article
اللغة:eng
منشور في: 2019
الموضوعات:
الوصول للمادة أونلاين:http://201.159.222.49/index.php/REVISTASANGREGORIO/article/view/890
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الملخص:It is a common practice to prefer , over  to assess the explainability power of a statistical regression model among social scientists, especially for one having more than one independent variables. However, this preference is not advantageous at all times because the usage of  may end up in negative coefficients making them non-interpretable. A Monte Carlo simulation experiment is used to appraise the behavior of these adjusted versions of for different numbers of independent variables. It has been found that almost all of the selected adjusted version of  produces negative coefficients.