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1
Model validation for a noninvasive arterial stenosis detection problem
Published 2013-12-01Subjects: “…asymptotic theory.…”
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2
Single index regression for locally stationary functional time series
Published 2024-12-01“…In this research, we formulated an asymptotic theory for single index regression applied to locally stationary functional time series. …”
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3
Higher-Order Expansions for Estimators in the Presence of Nuisance Parameters
Published 2025-01-01“…The results in the paper accomplish three objectives: (i) provide simpler methods for deriving higher-order moments when nuisance parameters are present; (ii) indicate more explicitly the sources of deviations of estimators’ sampling distributions from that given by standard first-order asymptotic theory; and, in turn, (iii) indicate in which situations the corrections (either analytically or by a resampling method such as bootstrap or jackknife) should be made when making inferences. …”
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4
Uncertainty quantification in modeling HIV viral mechanics
Published 2015-05-01“…Bootstrapping and asymptotic theory are compared in the context of confidence intervals for the resulting parameter estimates.…”
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