TY - BOOK AU - Knopov, Pavel S. AU - Korkhin, A S. TI - Regression analysis under a priori parameter restrictions T2 - Springer optimization and its applications, v. 54 SN - 9781461429555 U1 - 519.536 PY - 2012/// CY - New York : PB - Springer, KW - Regression analysis. KW - Distribution (Probability theory) N1 - Includes index; 1. 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 N2 - This 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 ER -