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contribution of each input to the output’s variance vs contribution of each input to the output variance

Both phrases are correct, but they are used in slightly different contexts. The first phrase 'contribution of each input to the output’s variance' is more specific and refers to the variance of the output, while the second phrase 'contribution of each input to the output variance' is more general and refers to the variance associated with the output.

Last updated: March 17, 2024

contribution of each input to the output’s variance

This phrase is correct and commonly used in statistical analysis to refer to the contribution of each input variable to the variance of the output variable.

This phrase is used when discussing the impact or influence of individual input variables on the variability of the output variable in statistical analysis.

contribution of each input to the output variance

This phrase is also correct and commonly used in statistical analysis to refer to the contribution of each input variable to the overall variance associated with the output.

This phrase is used when discussing how individual input variables contribute to the variability of the output variable in statistical analysis.
  • May 19, 2015 ... In particular, the variance of each model output is used as a measure of uncertainty, and the contribution of each input to the output variance is ...
  • The ratio of the contribution of each input to the output variance and the total variance of the output is referred to as the first order sensitivity index and can be ...
  • contribution of each input to the output variance with respect to the total variance of the output as the first order sensitivity index. This index can be used to rank ...
  • Jul 20, 2015 ... effect of variance contribution of each input to the output variance (Saltelli et al., 1999), and thus FAST indices are equivalent to the Sobol' first ...

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