simulateData

Computes the All-Resolution Inference method in the permutation framework, i.e., simultaneous lower confidence bounds for the number of true discoveries. <doi:10.1002/sim.9725>.

Angela Andreella

pARI

Permutation-Based All-Resolutions Inference

simulateData function

<dl><dt>pi0</dt>
<dd>Numeric value in `[0,1]`. Proportion of true null hypothesis.</dd>
<dt>m</dt>
<dd>Numeric value. Number of variables.</dd>
<dt>n</dt>
<dd>Numeric value. Number of observations.</dd>
<dt>rho</dt>
<dd>Numeric value in `[0,1]`. Level of equi-correlation between pairs of variables.</dd>
<dt>seed</dt>
<dd>Integer value. If you want to specify the seed. Default to to <code>NULL</code></dd>
<dt>power</dt>
<dd>Numeric value in `[0,1]`. Level of power. Default to 0.8.</dd>
<dt>alpha</dt>
<dd>Numeric value in `[0,1]`. \(\alpha\) level to control the family-wise error rate. Default to 0.05.</dd></dl>

Arguments

Author

simulate normal distributed data — simulateData

<dl>

<dt>pi0</dt>
<dd>Numeric value in `[0,1]`. Proportion of true null hypothesis.</dd>


<dt>m</dt>
<dd>Numeric value. Number of variables.</dd>


<dt>n</dt>
<dd>Numeric value. Number of observations.</dd>


<dt>rho</dt>
<dd>Numeric value in `[0,1]`. Level of equi-correlation between pairs of variables.</dd>


<dt>seed</dt>
<dd>Integer value. If you want to specify the seed. Default to to <code>NULL</code></dd>


<dt>power</dt>
<dd>Numeric value in `[0,1]`. Level of power. Default to 0.8.</dd>


<dt>alpha</dt>
<dd>Numeric value in `[0,1]`. \(\alpha\) level to control the family-wise error rate. Default to 0.05.</dd>

</dl>

simulateData: simulate normal distributed data

Description

Usage

Value

Arguments

Author