integrated_difference

Given two Qini curves, \(Q_a\) and \(Q_b\), and a maximum spend \(\bar B\),
get an estimate of the integrated difference
\(\int_{0}^{\bar B} (Q_a(B) - Q_b(B))dB\).

Policy evaluation using generalized Qini curves: Evaluate data-driven treatment
targeting rules for one or more treatment arms over different budget
constraints in experimental or observational settings under unconfoundedness.

Erik Sverdrup

Multi-Armed Qini

Han Wu

Susan Athey

Stefan Wager

integrated_difference function

<dl><dt>object.lhs</dt>
<dd>A maq object \(Q_a\) to subtract from.</dd>
<dt>object.rhs</dt>
<dd>A maq object \(Q_b\) to subtract with.</dd>
<dt>spend</dt>
<dd>The spend level \(\bar B\).</dd></dl>

Arguments

Get estimate of the area between two Qini curves with paired standard errors. — integrated_difference

<dl>

<dt>object.lhs</dt>
<dd>A maq object \(Q_a\) to subtract from.</dd>


<dt>object.rhs</dt>
<dd>A maq object \(Q_b\) to subtract with.</dd>


<dt>spend</dt>
<dd>The spend level \(\bar B\).</dd>

</dl>

integrated_difference: Get estimate of the area between two Qini curves with paired standard errors.

Description

Usage

Value

Arguments