Regression analysis under a priori parameter restrictions
Knopov, Pavel S.
Regression analysis under a priori parameter restrictions - New York : Springer, ©2012 - xiii, 234 pages : illustrations ; - Springer optimization and its applications, v. 54. .
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.
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
9781461429555 1461429552
Regression analysis.
Distribution (Probability theory)
519.536 / KNO
Regression analysis under a priori parameter restrictions - New York : Springer, ©2012 - xiii, 234 pages : illustrations ; - Springer optimization and its applications, v. 54. .
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.
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
9781461429555 1461429552
Regression analysis.
Distribution (Probability theory)
519.536 / KNO