Weibull分布线性回归模型的统计诊断

Statistical Diagnostics for Weibull Linear Regression Models

研究了Weibull分布线性回归模型的参数估计和统计诊断问题.首先给出参数估计的迭代算法,分析了统计诊断中数据删除模型(CDM)和均值漂移模型(MSOM)的等价性问题,最后进行了数据模拟和实例分析.

The problems of parameter estimation and statistical diagnostics are considered for Weibull linear regression models. First, the MLEs of parameters are given. Then, the equivalence between CDM and MSOM is discussed. Finally, the simulated and real examples are analyzed to illustrate the methods.