Articles with "inference local" as a keyword



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Statistical Inference with Local Optima

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Published in 2022 at "Journal of the American Statistical Association"

DOI: 10.1080/01621459.2021.2023550

Abstract: We study the statistical properties of an estimator derived by applying a gradient ascent method with multiple initializations to a multi-modal likelihood function. We derive the population quantity that is the target of this estimator… read more here.

Keywords: test; local optima; inference local; statistical inference ... See more keywords