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Inferential Statisticshard
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In a study involving nnn samples, if the likelihood ratio test statistic Λ=−2ln⁡(L(θ0)L(θ^))\Lambda = -2 \ln \left( \frac{L(\theta_0)}{L(\hat{\theta})} \right)Λ=−2ln(L(θ^)L(θ0​)​) is used to test H0:θ=θ0H_0: \theta = \theta_0H0​:θ=θ0​, which of the following best describes the effect of increasing the dimensionality of the parameter space ppp on the power of the test if the sample size nnn remains constant?