plot_ltz

Visualise approximate sampling distributions for scalar IV coefficient with local-to-zero adjustment.

Estimation and diagnostic tools for instrumental variables designs, which implements the guidelines proposed in Lal et al. (2023) <arXiv:2303.11399>, including bootstrapped confidence intervals, effective F-statistic, Anderson-Rubin test, valid-t ratio test, and local-to-zero tests.

Yiqing Xu

ivDiag

Estimation and Diagnostic Tools for Instrumental Variables
Designs

Apoorva Lal

plot_ltz function

<dl> <dt>out</dt>
<dd>output from <code>ivDiag::ltz</code>.</dd> <dt>iv_est</dt>
<dd>a two-element vector of IV estimate and standard error.</dd> <dt>ltz_est</dt>
<dd>a two-element vector of local-to-zero estimate and standard error.</dd> <dt>prior</dt>
<dd>a two-element vector of prior mean and standard deviation.</dd> <dt>xlim</dt>
<dd>a two-element vector specifying the range of the x-axis.</dd></dl>

Arguments

Visualizing Local-to-Zero Adjustment — plot_ltz

<dl>

 <dt>out</dt>
<dd>output from <code>ivDiag::ltz</code>.</dd>

 <dt>iv_est</dt>
<dd>a two-element vector of IV estimate and standard error.</dd>

 <dt>ltz_est</dt>
<dd>a two-element vector of local-to-zero estimate and standard error.</dd>

 <dt>prior</dt>
<dd>a two-element vector of prior mean and standard deviation.</dd>

 <dt>xlim</dt>
<dd>a two-element vector specifying the range of the x-axis.</dd>

</dl>

plot_ltz: Visualizing Local-to-Zero Adjustment

Description

Usage

Value

Arguments

References

See Also