Construct · 1 fields · 1 citations

bag of little bootstraps: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Statistics

a scalable bootstrap that runs resampling on many small subsamples and averages the results, giving bootstrap-quality uncertainty for massive data.

In statistics, bag of little bootstraps refers to a scalable bootstrap that runs resampling on many small subsamples and averages the results, giving bootstrap-quality uncertainty for massive data. This meaning comes from Kleiner (2014) in Journal of the Royal Statistical Society Series B: Statistical Methodology.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how bag of little bootstraps sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

bootstrap3 fields · 3 citationsjingle · one word, three constructs series3 fields · 3 citationsjingle · one word, three constructs uncertainty3 fields · 3 citationsjingle · one word, three constructs

References

Kleiner, A., Talwalkar, A., Sarkar, P., & Jordan, M. I. (2014). A Scalable Bootstrap for Massive Data. Journal of the Royal Statistical Society Series B: Statistical Methodology, 76(4), 795-816. https://doi.org/10.1111/rssb.12050

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct