with replacement, without replacement concept
| Definition | Drawing rows with replacement lets a row appear more than once, as the bootstrap does, and drawing without replacement lets each appear at most once. Primer S section S.11. Also with replacement, without replacement. |
|---|---|
| Example | A bootstrap draw of 2, 4, 4, 4, 5, 5, 7, 9 might be 4, 9, 2, 5, 4, 4, 7, 9, with the 9 twice and one 5 left out. |
| Book | Data Mining as Observation, draft 0.2, commit f3914f0; entry id replacement, kind concept. |
| Status | no ledger row names this entry. Corrections: none recorded. |
| Defining equation | none |
| Assumptions and scope | none |
| Prior art | none recorded |
| Evidence | none |
| Reviewed | semantic review 2026-09-09; generated 2026-09-10 from records at the commits on the provenance page. |
Equation
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Conditions
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Ledger
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First stated
Primer S section S.11 of Data Mining as Observation, added in draft 0.3 (2026-09-09) for the ECE 514 readers whose first courses are far behind. The idea is standard and TSK Appendix C covers it at length.
Measurements
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Failures and corrections
none
Invariance envelope
none declared
Machine checked
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Used in
Data Mining as Observation primer S, chapters 0.
Related
bootstrap; sampling; percentile interval.
See also
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Status
Generated 2026-09-10 by encyclopedia/generate.py; book
at observation-data-mining f3914f0; the commit of every record is listed
in the encyclopedia’s provenance.