pump_power_exact

Calculate power theoretically for M=1 situations

internal

Estimates power, minimum detectable effect size (MDES) and sample size requirements. The context is multilevel randomized experiments with multiple outcomes. The estimation takes into account the use of multiple testing procedures. Development of this package was supported by a grant from the Institute of Education Sciences (R305D170030). For a full package description, including a detailed technical appendix, see <doi:10.18637/jss.v108.i06>.

Luke Miratrix

PUMP

Power Under Multiplicity Project

Kristen Hunter

Zarni Htet

Kristin Porter

MDRC 

Institute of Education Sciences 

pump_power_exact function

<dl><dt>MDES</dt>
<dd>MDES (single number)</dd>
<dt>SE</dt>
<dd>Calculated SE of the estimator</dd>
<dt>df</dt>
<dd>Degrees of freedom of the estimator (often approximated).</dd>
<dt>alpha</dt>
<dd>Alpha for the planned test.</dd>
<dt>two.tailed</dt>
<dd>TRUE/FALSE Two- or one-sided test?</dd></dl>

Arguments

Calculate power theoretically for M=1 situations — pump_power_exact

<dl>

<dt>MDES</dt>
<dd>MDES (single number)</dd>


<dt>SE</dt>
<dd>Calculated SE of the estimator</dd>


<dt>df</dt>
<dd>Degrees of freedom of the estimator (often approximated).</dd>


<dt>alpha</dt>
<dd>Alpha for the planned test.</dd>


<dt>two.tailed</dt>
<dd>TRUE/FALSE Two- or one-sided test?</dd>

</dl>

pump_power_exact: Calculate power theoretically for M=1 situations

Description

Usage

Value

Arguments