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指数模型中的多参数检验:基于似然的第三阶近似

Multiparameter Testing in Exponential Models: Third Order Approximations from Likelihood

Biometrika · 1994
被引 1
ABS 4

中文导读

针对指数模型中多个规范成分的复合检验,用锥形或方向检验提供一维偏离度量,并通过数值反演剖面似然将分布近似到第三阶,扩展了Lugannani-Rice公式到非正态核。

Abstract

For composite testing of several canonical components in an exponential model, a conical or directional test provides a one-dimensional measure of departure. We approximate the distribution of this test statistic to third order by numerical inversion of a profile likelihood. The method extends the Lugannani & Rice type formula to kernels other than the normal.

统计学指数族分布假设检验似然方法