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C. Direct Minimization Method
1. General
The most probable value (MPV) estimation of an observation set is the one which that minimizes the sum of the squares of the residuals, Equations C-1 and C-2.
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Equation C-1 | |
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Equation C-2 | |
v: Residual o: Observation |
Combining Equations C-1 and C-2 gives Equation C-3; its only unknown is the MPV. To minimize a function, its first derivative is set equal to zero, Equation C-4, and solved for the unknown.
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Equation C-3 |
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Equation C-4 |
Because the derivative is set to zero, we will refer to this as the Direct Minimization method.