[PDF.86zn] Stochastic Approximation and NonLinear Regression (MIT Press)

Stochastic Approximation and NonLinear Regression (MIT Press)

[PDF.wf69] Stochastic Approximation and NonLinear Regression (MIT Press)

Stochastic Approximation and NonLinear  Arthur E. Albert, Leland A. Gardner Jr. epub
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 | #6607817 in Books |  The MIT Press |  2003-03-17 | Original language:English | PDF # 1 |  8.90 x.50 x5.90l,.70 | File type: PDF | 220 pages

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This monograph addresses the problem of "real-time" curve fitting in the presence of noise, from the computational and statistical viewpoints. It examines the problem of nonlinear regression, where observations are made on a time series whose mean-value function is known except for a vector parameter. In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The estimation is carried out in real time so that, at each instant, the ...

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