非线性模型的全局方差分析

ANOVA in nonlinear regression model

提出了广义非线性回归模型的正交分解定理,引进了基于方差分解式的全局敏感性指标,通过一个有解析解的例子,验证了全局敏感性分析的有效性.

An orthogonal decomposition for generalized nonlinear model was presented,the global sensitivity indices based on ANOVA（Analysis of Variance） decomposition were introduced.A simple model with available analytical solution was used to illustrate the sensitivity analysis.