선형계획법을 이용한 회귀분석 결과의 비교 연구 |
김광수1, 정지안2, 이진규3 |
1충주산업대학교 산업공학과 2동국대학교 대학원 산업공학과 3동국대학교 산업공학과 |
A Comparative Study of the Results of the Regression Analysis by Linear Programming |
Gwang-Su Kim1, Ji-An Jeong2, Jin-Gyu Lee3 |
1 2 3 |
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ABSTRACT |
This study attempts to present the linear regression analysis that involves more than one regressor variable, because regression analysis is the most widely used statistical technique for describing, predicting and estimating the relationships between given data. The model of multiple linear regression may be solved directly by the two linear programming methods, i.e., to minimize the sum of the absolute deviation (MSD) and to minimize the maximum deviation(MMD). In addition, some results was compared to each techniques for accuracy and tested to the validity of statistical meaning. |
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