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math.ST2006★ 51 cited
Texture synthesis and nonparametric resampling of random fields
Elizaveta Levina, Peter J. Bickel
This paper introduces a nonparametric algorithm for bootstrapping a stationary random field and proves certain consistency properties of the algorithm for the case of mixing random…
math.ST2006★ 68 cited
Tailor-made tests for goodness of fit to semiparametric hypotheses
Peter J. Bickel, Ya'acov Ritov, Thomas M. Stoker
We introduce a new framework for constructing tests of general semiparametric hypotheses which have nontrivial power on the scale in every direction, and can be tailored…