Stochastic Approximation and Non-Linear Regression, Paperback by Albert, Arth…

In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The main purpose of this research is to relate the large-sample statistical behavior of such estimates (consistency, rate of convergence, large-sample distribution theory, asymptotic efficiency) to the properties of the regression function and the choice of smoothing vectors.

Stochastic Approximation and Non-Linear Regression, Paperback by Albert, Arth…

In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The main purpose of this research is to relate the large-sample statistical behavior of such estimates (consistency, rate of convergence, large-sample distribution theory, asymptotic efficiency) to the properties of the regression function and the choice of smoothing vectors.

Stochastic Approximation and Non-Linear Regression, Paperback by Albert, Arth…

In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The main purpose of this research is to relate the large-sample statistical behavior of such estimates (consistency, rate of convergence, large-sample distribution theory, asymptotic efficiency) to the properties of the regression function and the choice of smoothing vectors.

Stochastic Approximation and Non-Linear Regression, Paperback by Albert, Arth…

In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The main purpose of this research is to relate the large-sample statistical behavior of such estimates (consistency, rate of convergence, large-sample distribution theory, asymptotic efficiency) to the properties of the regression function and the choice of smoothing vectors.

Stochastic Approximation and Non-Linear Regression, Paperback by Albert, Arth…

In contrast to the traditional formulation, data are imagined to arrive in temporal succession. The main purpose of this research is to relate the large-sample statistical behavior of such estimates (consistency, rate of convergence, large-sample distribution theory, asymptotic efficiency) to the properties of the regression function and the choice of smoothing vectors.