Construct · 1 fields · 1 citations

subsampling inference: a standalone construct

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Statistics

building confidence regions by recomputing a statistic on many subsamples of smaller size drawn without replacement, valid under weaker conditions than the bootstrap.

In statistics, subsampling inference refers to building confidence regions by recomputing a statistic on many subsamples of smaller size drawn without replacement, valid under weaker conditions than the bootstrap. This meaning comes from Politis (1994) in The Annals of Statistics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

bootstrap3 fields · 3 citationsjingle · one word, three constructs confidence4 fields · 5 citationsjingle · one word, four constructs inference3 fields · 5 citationsjingle · one word, three constructs

References

Politis, D. N., & Romano, J. P. (1994). Large Sample Confidence Regions Based on Subsamples under Minimal Assumptions. The Annals of Statistics, 22(4), 2031-2050. https://doi.org/10.1214/aos/1176325770

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