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单词 Lagrange multiplier test
释义

Lagrange multiplier test

英语百科

Score test

Rao's score test, or the score test (often known as the Lagrange multiplier test in econometrics) is a statistical test of a simple null hypothesis that a parameter of interest \theta is equal to some particular value \theta_0. It is the most powerful test when the true value of \theta is close to \theta_0. The main advantage of the Score-test is that it does not require an estimate of the information under the alternative hypothesis or unconstrained maximum likelihood. This constitutes a potential advantage in comparison to other tests, such as the Wald test and the generalized likelihood ratio test (GLRT). This makes testing feasible when the unconstrained maximum likelihood estimate is a boundary point in the parameter space.

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更新时间:2025/6/16 22:32:09