cell_corr

vname.1

vname.2

rho.XX

Correlation between all pairs of Ys

rho.YY

rho.XY Correlation between pairs of X-Y (of non-null ones)

rho.XY

Proportion of X-Y pairs that are non-null (non-nulls will be first .prop.corr * .nY pairs)

prop.corr

The user does not need to call this function. This internal function is called by <code>make_corr_mat</code>
and populates a single cell. Assumes X1 is the covariate of interest.

Implements methods in Mathur and VanderWeele (in preparation) to characterize global evidence strength across W correlated ordinary least squares (OLS) hypothesis tests. Specifically, uses resampling to estimate a null interval for the total number of rejections in, for example, 95% of samples generated with no associations (the global null), the excess hits (the difference between the observed number of rejections and the upper limit of the null interval), and a test of the global null based on the number of rejections.

cell_corr: Cell correlation for simulating data

Description

Usage

Arguments