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Resampling vs Bootstrap - What's the difference?

resampling | bootstrap |

In statistics|lang=en terms the difference between resampling and bootstrap

is that resampling is (statistics) any technique or instance of generating a new sample from an existing dataset while bootstrap is (statistics) any method or instance of estimating properties of an estimator (such as its variance) by measuring those properties when sampling from an approximating distribution.

As nouns the difference between resampling and bootstrap

is that resampling is (statistics) any technique or instance of generating a new sample from an existing dataset while bootstrap is a loop (leather or other material) sewn at the side or top rear of a boot to help in pulling the boot on.

As verbs the difference between resampling and bootstrap

is that resampling is while bootstrap is to help (oneself) without the aid of others.

resampling

English

Noun

(en noun)
  • (statistics) Any technique or instance of generating a new sample from an existing dataset.
  • See also

    *

    Verb

    (head)
  • bootstrap

    Noun

    (en noun)
  • A loop (leather or other material) sewn at the side or top rear of a boot to help in pulling the boot on.
  • A means of advancing oneself or accomplishing something without aid.
  • ''He used his business experience as a bootstrap to win voters.
  • (computing) The process by which the operating system of a computer is loaded into its memory
  • (computing) The process necessary to compile the tools that will be used to compile the rest of the system or program.
  • (statistics) Any method or instance of estimating properties of an estimator (such as its variance) by measuring those properties when sampling from an approximating distribution.
  • Derived terms

    * pull oneself up by one's bootstraps

    See also

    *

    Verb

    (bootstrapp)
  • To help (oneself) without the aid of others.
  • ''Sam spent years bootstrapping himself through college.
  • (computing) To load the operating system into the memory of a computer. Usually shortened to boot .
  • (computing) To compile the tools that will be used to compile the rest of the system or program.
  • Bootstrapping means building the GNU C Library, GNU Compiler Collection and several other key system programs. [http://www.gentoo.org/doc/en/handbook/handbook-x86.xml?part=1&chap=6]