Finding least squares regression line


Assignment:

Q1.  A corporation manufactures a product at two locations.  The cost of producing x units at a location one and y unites at location two are C1(x)=.01x^2 + 2x + 1000 and C2(y)=.03y^2 + 2y + 300, respectively.  If the product sells for $14 per unit, find the quantity that must be produced at each location to maximize the profit P(x,y)=14(x+y)-C1-C2.

Q2. Find the slope in the x-direction of the surface f(x,y)=xy^2 at the point (3, -2, 12).

Q3. Find the distance between the points (-1, 2, 5) and (1, -1, 2).

Q4. Find the least squares regression line for the points (0,1), (1,3), (2,2), (3,4), (4,5).

Q5. Use Lagrange Multipliers to maximize f(x, y, z)= 4x^2 + y^2 + z^2 with the constraint that 2x – y + z= 4

Q6. Find the distance between the point (1, -2, 3) and the plane 3x – 4y + 2z – 1=0

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Mathematics: Finding least squares regression line
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