Standardized

Standardized

is an option that determines whether to standardize the data.

Details

  • Different functions may standardize input or output to ensure specific properties by scaling and shifting.

Examples

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Basic Examples  (1)

A standardized Gaussian vector sums to 1:

A Gaussian vector without scaling and shifting:

Comparison plot of Gaussian vectors with and without standardization:

Scope  (1)

KarhunenLoeveDecomposition with Standardized->True shifts outputs to have zero means:

Results without shifting:

Wolfram Research (2015), Standardized, Wolfram Language function, https://reference.wolfram.com/language/ref/Standardized.html.

Text

Wolfram Research (2015), Standardized, Wolfram Language function, https://reference.wolfram.com/language/ref/Standardized.html.

CMS

Wolfram Language. 2015. "Standardized." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/Standardized.html.

APA

Wolfram Language. (2015). Standardized. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/Standardized.html

BibTeX

@misc{reference.wolfram_2024_standardized, author="Wolfram Research", title="{Standardized}", year="2015", howpublished="\url{https://reference.wolfram.com/language/ref/Standardized.html}", note=[Accessed: 22-November-2024 ]}

BibLaTeX

@online{reference.wolfram_2024_standardized, organization={Wolfram Research}, title={Standardized}, year={2015}, url={https://reference.wolfram.com/language/ref/Standardized.html}, note=[Accessed: 22-November-2024 ]}