estimate_d

This function displays a visualization of effect sizes.

visualization

effect

Estimation

ggplot

size

Designed to help the user to determine the sensitivity of an proposed causal effect to unconsidered common causes. Users can create visualizations of sensitivity, effect sizes, and determine which pattern of effects would support a causal claim for between group differences. Number needed to treat formula from Kraemer H.C. & Kupfer D.J. (2006) <doi:10.1016/j.biopsych.2005.09.014>.

Erin M. Buchanan

ViSe

Visualizing Sensitivity

estimate_d function

<dl><dt>m1</dt>
<dd>mean from first group</dd>
<dt>m2</dt>
<dd>mean from second group</dd>
<dt>sd1</dt>
<dd>standard deviation from first group</dd>
<dt>sd2</dt>
<dd>standard deviation from second group</dd>
<dt>n1</dt>
<dd>sample size for first group</dd>
<dt>n2</dt>
<dd>sample size for the second group</dd>
<dt>d</dt>
<dd>estimate of the effect size</dd>
<dt>fill_1</dt>
<dd>a color code or name to fill the first distribution</dd>
<dt>fill_2</dt>
<dd>a color code or name to fill the second distribution</dd>
<dt>text_color</dt>
<dd>a color code or name for the graph text</dd></dl>

Arguments

Visualization for Estimating \(d_s\) — estimate_d

<dl>

<dt>m1</dt>
<dd>mean from first group</dd>


<dt>m2</dt>
<dd>mean from second group</dd>


<dt>sd1</dt>
<dd>standard deviation from first group</dd>


<dt>sd2</dt>
<dd>standard deviation from second group</dd>


<dt>n1</dt>
<dd>sample size for first group</dd>


<dt>n2</dt>
<dd>sample size for the second group</dd>


<dt>d</dt>
<dd>estimate of the effect size</dd>


<dt>fill_1</dt>
<dd>a color code or name to fill the first distribution</dd>


<dt>fill_2</dt>
<dd>a color code or name to fill the second distribution</dd>


<dt>text_color</dt>
<dd>a color code or name for the graph text</dd>

</dl>

estimate_d: Visualization for Estimating \(d_s\)

Description

Usage

Value

Arguments

Examples