Weakly Nonlinear Regression Models - Lubomír Kubáček, Eva Tesaříková
Weakly Nonlinear Regression Models - Lubomír Kubáček, Eva Tesaříková The book is devoted to nonlinear regression models, which is to be linearized. Therefore the main attention is devoted to a…
Specifikacia Weakly Nonlinear Regression Models - Lubomír Kubáček, Eva Tesaříková
Weakly Nonlinear Regression Models - Lubomír Kubáček, Eva Tesaříková
The book is devoted to nonlinear regression models, which is to be linearized. Therefore the main attention is devoted to a construction of criteria which enable us to decide whether the linearization is admissible. The problem is whether neglected terms in the Taylor series do not cause an essential deterioration of results of statistical solutions.
Model without constraints on paramaters, models with the type I constraints and models with the type II constaraints are studied. These criteria are found for an estimation, konfidence ellipoids and testing statistical hypotheses.
Spatial Regression Models
Regression
Regression
Nonlinear Dynamics
Quantile Regression