000			01392nam a22002177a 4500
020			_a9781461429555
020			_a1461429552
082			_a519.536 _bKNO
100			_aKnopov, Pavel S.
245			_aRegression analysis under a priori parameter restrictions
260			_aNew York : _bSpringer, _c©2012
300			_axiii, 234 pages : _billustrations ;
490			_aSpringer optimization and its applications, v. 54.
500			_aIncludes index
505			_a1. Estimation of regression model parameters with specific constraints -- 2. Asymptotic properties of parameters in nonlinear regression models -- 3. Method of empirical means in nonlinear regression and stochastic optimization models -- 4. Determination of accuracy of estimation of regression parameters under inequality constraints -- 5. Asymptotic properties of recurrent estimates of parameters of nonlinear regression with constraints -- 6. Prediction of linear regression evaluated subject to inequality constraints on parameters.
520			_aThis monograph focuses on the construction of regression models with linear and non-linear constrain inequalities from the theoretical point of view. In includes analysis of the properties of regression with inequality constrains
650			_aRegression analysis.
650			_aDistribution (Probability theory)
700			_aKorkhin, A S.
942			_cREF
999			_c44196 _d44196