Bootstrap inference for a class of non-regular estimators

DOI10.3150/22-bej1538MaRDI QIDQ6103235

Presnell, Brett, Mihai C. Giurcanu

Publication date: 2 June 2023

Published in: Bernoulli (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/journals/bernoulli/volume-29/issue-3/Bootstrap-inference-for-a-class-of-non-regular-estimators/10.3150/22-BEJ1538.full

zbMATH Keywords

nonparametric bootstrapStein estimator\(m\)-out-of-\(n\) bootstraporacle bootstrapHodges estimator

Mathematics Subject Classification ID

Parametric inference (62Fxx) Nonparametric inference (62Gxx) Statistical distribution theory (62Exx)

Cites Work

• The Adaptive Lasso and Its Oracle Properties
• Bootstrapping in non-regular smooth function models
• Empirical likelihood ratio confidence regions
• On the distribution of penalized maximum likelihood estimators: the LASSO, SCAD, and thresholding
• On the asymptotic properties of the jackknife histogram
• Some asymptotic theory for the bootstrap
• Estimated sampling distributions: The bootstrap and competitors
• Goodness-of-fit statistics for discrete multivariate data
• Bootstrap methods: another look at the jackknife
• Subsampling
• Resampling: consistency of substitution estimators
• Confidence intervals for endpoints of a c.d.f. via bootstrap
• Diagnosing bootstrap success
• Inference for heavy tailed distributions
• Bootstrap inference for misspecified moment condition models
• Bayesian nonparametrics
• Large sample confidence regions based on subsamples under minimal assumptions
• The jackknife and bootstrap
• On a modified bootstrap for certain asymptotically nonnormal statistics
• Bootstrapping Lasso-type estimators in regression models
• Introduction to empirical processes and semiparametric inference
• A note on methods of restoring consistency to the bootstrap
• ASYMPTOTIC SIZE AND A PROBLEM WITH SUBSAMPLING AND WITH THE m OUT OF n BOOTSTRAP
• Empirical likelihood ratio confidence intervals for a single functional
• Nonparametric standard errors and confidence intervals
• Asymptotic Statistics
• Intentionally Biased Bootstrap Methods
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Inconsistency of the Bootstrap when a Parameter is on the Boundary of the Parameter Space
• Groups of Automorphisms of Borel Spaces
• The bootstrap and Edgeworth expansion
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