gen_cluster_ids

Generates simple default schools and districts IDs for
 individual students for the purpose of simulations. This assumes
 equal sized schools in equal sized districts.
This function is beyond the main scope of calculating power, and
 is instead used for simulating data. For more info on use, see
 the simulation vignette.

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 

gen_cluster_ids function

<dl><dt>nbar</dt>
<dd>scalar; number of individuals per school.</dd>
<dt>J</dt>
<dd>scalar; number of schools per district.</dd>
<dt>K</dt>
<dd>scalar; number of districts.</dd></dl>

Arguments

Generates school and district assignments (simulation
  function) — gen_cluster_ids

<dl>

<dt>nbar</dt>
<dd>scalar; number of individuals per school.</dd>


<dt>J</dt>
<dd>scalar; number of schools per district.</dd>


<dt>K</dt>
<dd>scalar; number of districts.</dd>

</dl>

gen_cluster_ids: Generates school and district assignments (simulation function)

Description

Usage

Value

Arguments