<?xml version="1.0" encoding="UTF-8"?>
<term>
  <id>11417</id>
  <title>bootstrap resampling</title>
  <longtitle>IUPAC Gold Book - bootstrap resampling</longtitle>
  <doi>10.1351/goldbook.11417</doi>
  <code>11417</code>
  <status>current</status>
  <definitions>
    <item>
      <id>1</id>
      <text>A procedure to evaluate the accuracy of the statistics of a model, such as the overall R2 or the contribution of particular properties, by systematically recomputing the statistics generated from many models developed using sample sets that contain the same number of observations as the original set, but for which certain observations are randomly omitted and other observations are included more than once.</text>
      <links>
        <item>
          <term>R<sup>2</sup></term>
          <url>https://goldbook.iupac.org/terms/view/11499</url>
        </item>
        <item>
          <term>jackknifing</term>
          <url>https://goldbook.iupac.org/terms/view/11458</url>
        </item>
      </links>
      <sources>
        <item>PAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 242 (https://doi.org/10.1515/pac-2012-1204)</item>
      </sources>
    </item>
  </definitions>
  <altoutputs>
    <html>https://goldbook.iupac.org/terms/view/11417/html</html>
    <json>https://goldbook.iupac.org/terms/view/11417/json</json>
    <plain>https://goldbook.iupac.org/terms/view/11417/plain</plain>
  </altoutputs>
  <citation>Citation: 'bootstrap resampling' in IUPAC Compendium of Chemical Terminology, 5th ed. International Union of Pure and Applied Chemistry; 2025. Online version 5.0.0, 2025. 10.1351/goldbook.11417</citation>
  <license>The IUPAC Gold Book is licensed under Creative Commons Attribution-ShareAlike CC BY-SA 4.0 International (https://creativecommons.org/licenses/by-sa/4.0/) for individual terms.</license>
  <collection>If you are interested in licensing the Gold Book for commercial use, please contact the IUPAC Executive Director at executivedirector@iupac.org .</collection>
  <disclaimer>The International Union of Pure and Applied Chemistry (IUPAC) is continuously reviewing and, where needed, updating terms in the Compendium of Chemical Terminology (the IUPAC Gold Book). Users of these terms are encouraged to include the version of a term with its use and to check regularly for updates to term definitions that you are using.</disclaimer>
  <accessed>2026-06-30T17:05:37+00:00</accessed>
</term>
