OLS regression

Regression is a common statistical technique used to allow one to ascertain if a relationship exists between a dependent variable that is of interest with one or more independent variables, and goes a step further to predict this dependent variable of interest with past data. This Final Year Project...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Leong, Ivan Shih Lun.
مؤلفون آخرون: Tan Boon Tiong
التنسيق: Final Year Project
اللغة:English
منشور في: 2011
الموضوعات:
الوصول للمادة أونلاين:http://hdl.handle.net/10356/45591
الوسوم: إضافة وسم
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المؤسسة: Nanyang Technological University
اللغة: English
الوصف
الملخص:Regression is a common statistical technique used to allow one to ascertain if a relationship exists between a dependent variable that is of interest with one or more independent variables, and goes a step further to predict this dependent variable of interest with past data. This Final Year Project (FYP) approaches regression through understanding the method to come out with a validated regression model, and finally this is utilized on a real-life scenario with a person’s income as the dependent variable of interest. Thereafter, the results are presented with suggestions on further improvement.