max_ratios_summary

Find the max ratio of probabilities between two permutations for each matched set.

Performs sensitivity analysis for the sharp null, attributable effects, and weak nulls in matched studies with continuous exposures and binary or continuous outcomes as described in Zhang, Small, Heng (2024) <doi:10.48550/arXiv.2401.06909> and Zhang, Heng (2024) <doi:10.48550/arXiv.2409.12848>. Two of the functions require installation of the 'Gurobi' optimizer. Please see <https://docs.gurobi.com/current/#refman/ins_the_r_package.html> for guidance.

Jeffrey Zhang

doseSens

Conduct Sensitivity Analysis with Continuous Exposures and
Binary or Continuous Outcomes

max_ratios_summary function

<dl><dt>Z</dt>
<dd>A length N vector of observed doses.</dd>
<dt>index</dt>
<dd>A length N vector of indices indicating matched set membership.</dd>
<dt>gamma</dt>
<dd>The nonnegative sensitivity parameter; gamma = 0 means no
unmeasured confounding.</dd></dl>

Arguments

Find the max ratio of probabilities between two permutations for each matched set. — max_ratios_summary

<dl>

<dt>Z</dt>
<dd>A length N vector of observed doses.</dd>


<dt>index</dt>
<dd>A length N vector of indices indicating matched set membership.</dd>


<dt>gamma</dt>
<dd>The nonnegative sensitivity parameter; gamma = 0 means no
unmeasured confounding.</dd>

</dl>

max_ratios_summary: Find the max ratio of probabilities between two permutations for each matched set.

Description

Usage

Value

Arguments

Examples