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Find the Least Squares Regression Line Y = Ax (x1,y1),(x2,y2),K,(xn,yn)\left( x _ { 1 } , y _ { 1 } \right) , \left( x _ { 2 } , y _ { 2 } \right) , \mathbf { K } , \left( x _ { n } , y _ { n } \right)

question 48

Multiple Choice

Find the least squares regression line y = ax + b for the points (x1,y1) ,(x2,y2) ,K,(xn,yn) \left( x _ { 1 } , y _ { 1 } \right) , \left( x _ { 2 } , y _ { 2 } \right) , \mathbf { K } , \left( x _ { n } , y _ { n } \right) by solving the system for a and b. nb+(i=1nxi) a=(i=1nyi) (i=1nxi) b+(i=1nxi2) a=(i=1nxiyi) \begin{array} { r } n b + \left( \sum _ { i = 1 } ^ { n } x _ { i } \right) a = \left( \sum _ { i = 1 } ^ { n } y _ { i } \right) \\\\\left( \sum _ { i = 1 } ^ { n } x _ { i } \right) b + \left( \sum _ { i = 1 } ^ { n } x _ { i } ^ { 2 } \right) a = \left( \sum _ { i = 1 } ^ { n } x _ { i } y _ { i } \right) \end{array} Points: (1,13) ,(3,15) ,(6,18) ,(6,19) ( 1,13 ) , ( 3,15 ) , ( 6,18 ) , ( 6,19 ) space


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