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Asymptotic Evaluations for Interval Estimation duration 4 minutes 14 seconds Asymptotic Evaluations for Interval Estimation Asymptotic Evaluations for Interval Estimation	Asymptotic Evaluations for Interval Estimation In this lesson, some approximate and asymptotic versions of confidence sets are explored. The purpose here is to illustrate some methods that will be of use in more complicated situations, methods… maximum likelihood estimator wald-type interval information number delta method score interval wilks interval From Jane Harvill 123 plays 0
Asymptotic Evaluations for Hypothesis Testing duration 21 minutes 36 seconds Asymptotic Evaluations for Hypothesis Testing Asymptotic Evaluations for Hypothesis Testing	Asymptotic Evaluations for Hypothesis Testing The lesson describes a few methods for deriving some tests in complicated problems in which no optimal test (such as the uniformly most powerful test) exists or is known. In such situations, the… likelihood ratio test simple null composite null free parameters wald test score test information number score statistic slutsky's theorem From Jane Harvill 367 plays 0
Asymptotic Evaluations of Point Estimators duration 41 minutes 59 seconds Asymptotic Evaluations of Point Estimators Asymptotic Evaluations of Point Estimators	Asymptotic Evaluations of Point Estimators There are several properties to be considered when considering a point estimator from an asymptotic perspective. In this lesson, the concepts of consistency and efficiency are investigated. As… consistent efficient asymptotic relative efficiency maximum likelihood estimator regularity conditions limiting variances asymptotic variance information number cramer-rao lower bound From Jane Harvill 280 plays 0
Point Estimation: A Review duration 40 minutes 49 seconds Point Estimation: A Review Point Estimation: A Review	Point Estimation: A Review This lesson reviews point estimation from a frequentist perspective. Method of moments and maximum likelihood methods are reviewed. Following that is a discussion of decision theory, optimal… frequentist perspective method of moments maximum likelihood information number decision theory loss function risk function best estimator best unbiased estimator cramer-rao lower bound rao-blackwell theorem complete sufficient exponential family From Jane Harvill 110 plays 0