PUMP

PUMP-package

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 tools:::Rd_expr_doi("10.18637/jss.v108.i06").

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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

Power Under Multiplicity Project

Kristen Hunter

Zarni Htet

Kristin Porter

MDRC 

Institute of Education Sciences 

PUMP-package function

Maintainer: Luke Miratrix <a href="/link/luke_miratrix%40gse.harvard.edu?package=PUMP&version=1.0.4" data-mini-rdoc="PUMP::luke_miratrix@gse.harvard.edu">luke_miratrix@gse.harvard.edu</a> (<a href="https://orcid.org/0000-0002-0078-1906">ORCID</a>)
Authors:<ul>
<li>Kristen Hunter <a href="/link/kristen.hunter%40unsw.edu.au?package=PUMP&version=1.0.4" data-mini-rdoc="PUMP::kristen.hunter@unsw.edu.au">kristen.hunter@unsw.edu.au</a> (<a href="https://orcid.org/0000-0002-5678-4620">ORCID</a>)</li>
<li>Zarni Htet</li>
<li>Kristin Porter <a href="/link/kristin.porter%40keporterconsulting.com?package=PUMP&version=1.0.4" data-mini-rdoc="PUMP::kristin.porter@keporterconsulting.com">kristin.porter@keporterconsulting.com</a></li>
</ul>Other contributors:<ul>
<li>MDRC [copyright holder]</li>
<li>Institute of Education Sciences [funder]</li>
</ul>

Author

PUMP: Power Under Multiplicity Project — PUMP-package

Maintainer: Luke Miratrix <a href='mailto:luke_miratrix@gse.harvard.edu'>luke_miratrix@gse.harvard.edu</a> (<a href='https://orcid.org/0000-0002-0078-1906'>ORCID</a>)
Authors:<ul>
<li>Kristen Hunter <a href='mailto:kristen.hunter@unsw.edu.au'>kristen.hunter@unsw.edu.au</a> (<a href='https://orcid.org/0000-0002-5678-4620'>ORCID</a>)</li>
<li>Zarni Htet</li>
<li>Kristin Porter <a href='mailto:kristin.porter@keporterconsulting.com'>kristin.porter@keporterconsulting.com</a></li>
</ul>

Other contributors:<ul>
<li>MDRC [copyright holder]</li>
<li>Institute of Education Sciences [funder]</li>
</ul>

PUMP-package: PUMP: Power Under Multiplicity Project

Description

Arguments

Author

See Also