proportion of the total variance vs proportion of total variance

Both phrases are correct, but they are used in slightly different contexts. "Proportion of the total variance" is used when referring to a specific portion of the total variance, while "proportion of total variance" is more general and refers to any part of the total variance.

Last updated: March 20, 2024

proportion of the total variance

This phrase is correct and commonly used when referring to a specific portion of the total variance.

This phrase is used when discussing a particular part or percentage of the total variance in a dataset or analysis.

Show examples from the web [+]

By performing specific experiments quantitative geneticists can estimate the proportion of the total variance that is attributable to the total genetic variance and ...
is the proportion of the total variance associated with (or explained by) the kth principal component. • If a large proportion of the total population variance (say.
Eta squared is the proportion of the total variance that is attributed to an effect. It is calculated as the ratio of the effect variance (SSeffect) to the total variance ...
SQ22-7: The eigenvalue of a factor indicates the proportion of the total variance for all variables that is accounted for by this factor. SQ22-8: NO, because high ...

Alternatives:

percentage of the total variance
share of the total variance
fraction of the total variance
portion of the overall variance
segment of the total variance

proportion of total variance

This phrase is correct and commonly used when referring to any part of the total variance without specifying a particular subset.

This phrase is more general and can be used to discuss any portion or percentage of the total variance without focusing on a specific subset.

Show examples from the web [+]

the eigenvalues of S and the eigenvectors are the same. Then, both S and ˆΣ give the same PCs with the same proportion of total variance explained by each.
A pie chart can be used to graphically display proportion of total variance that is attributable to each effect, see Figure 1. The entire circle represents the ...
Jan 14, 2015 ... (Scree plot, Proportion of total variance explained, Average eigenvalue rule, Log- eigenvalue diagram, etc.) As rules of thumb I would not ...
If the first component contains ordinal variables, or if the proportion of total variance explained is less than 60%, a caution is added to the true answer. SW388R7.

Alternatives:

percentage of total variance
share of total variance
fraction of total variance
portion of overall variance
segment of total variance

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proportion of the total variance vs proportion of total variance