calcProb

This function estimates the probability that a vector of posterior draws,
represented by the parameter <code>eta</code>, falls within a specified range.
It provides flexibility to use either prior distributions or posterior draws,
and to specify one-sided or two-sided probability calculations.

A toolkit for causal inference in experimental and observational
studies. Implements various simple Bayesian models including linear,
negative binomial, and logistic regression for impact estimation.
Provides functionality for randomization and checking baseline equivalence
in experimental designs. The package aims to simplify the process of
impact measurement for researchers and analysts across different fields.
Examples and detailed usage instructions are available at
<https://book.martinez.fyi>.

Ignacio Martinez

Impact Measurement Toolkit

calcProb function

<dl><dt>x</dt>
<dd>A numeric vector containing either posterior draws (default)
or prior samples of the treatment effect parameter (<code>eta</code>).</dd>
<dt>a</dt>
<dd>(Optional) The lower bound of the range (as a proportion, not percentage).</dd>
<dt>b</dt>
<dd>(Optional) The upper bound of the range (as a proportion, not percentage).</dd>
<dt>prior</dt>
<dd>A logical value indicating whether to use prior samples (<code>TRUE</code>)
or posterior draws (<code>FALSE</code>, default) for calculation.</dd>
<dt>group_name</dt>
<dd>A string describing the group for which the probability
is being calculated (default: "group average").</dd></dl>

Arguments

Calculate Probability of Posterior Draws Falling Within a Range — calcProb

<dl>

<dt>x</dt>
<dd>A numeric vector containing either posterior draws (default)
or prior samples of the treatment effect parameter (<code>eta</code>).</dd>


<dt>a</dt>
<dd>(Optional) The lower bound of the range (as a proportion, not percentage).</dd>


<dt>b</dt>
<dd>(Optional) The upper bound of the range (as a proportion, not percentage).</dd>


<dt>prior</dt>
<dd>A logical value indicating whether to use prior samples (<code>TRUE</code>)
or posterior draws (<code>FALSE</code>, default) for calculation.</dd>


<dt>group_name</dt>
<dd>A string describing the group for which the probability
is being calculated (default: "group average").</dd>

</dl>

calcProb: Calculate Probability of Posterior Draws Falling Within a Range

Description

Usage

Value

Arguments

Details