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wsMed (version 1.0.2)

ARIVwrapper: Average Relative Increase in Variance

Description

Average Relative Increase in Variance

Usage

ARIVwrapper(between, within, M, k)

Value

Returns a numeric vector of length one.

Arguments

between

Numeric matrix. Covariance between imputations \(\mathbf{V}_{\mathrm{between}}\).

within

Numeric matrix. Covariance within imputations \(\mathbf{V}_{\mathrm{within}}\).

M

Positive integer. Number of imputations.

k

Positive integer. Number of parameters.

Author

Ivan Jacob Agaloos Pesigan

Details

The average relative increase in variance is given by $$ \mathrm{ARIV} = \left( 1 + M^{-1} \right) \mathrm{tr} \left( \mathbf{V}_{\mathrm{between}} \mathbf{V}_{\mathrm{within}}^{-1} \right) $$