Consider the nonlinear regression model y = x 1 + / ( x 2

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Consider the nonlinear regression model y=αx1+γ/(x2δ)+u, where x1 and x2 are exogenous regressors independent of the iid error uN[0,σ2].

(a) Derive the equation for the Gauss-Newton algorithm for estimating (α,γ,δ).

(b) Derive the equation for the Newton-Raphson algorithm for estimating (α,γ,δ).

(c) Explain the importance of not arbitrarily choosing the starting values of the algorithm.

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Microeconometrics Methods And Applications

ISBN: 9780521848053

1st Edition

Authors: A.Colin Cameron, Pravin K. Trivedi

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