uncertain_faithfuld

A 2d density estimate of the waiting and eruptions variables data
<a href="/link/faithful?package=ggdibbler&version=0.6.1" data-mini-rdoc="ggdibbler::faithful">faithful</a>. Unlike other uncertain datasets, the only uncertain variable is
density. Since this is based on a model, it wouldn't make sense for erruptions or
waiting to be represented as random variables.

A 'ggplot2' extension for visualising uncertainty with the goal
of signal suppression. Usually, uncertainty visualisation focuses on
expressing uncertainty as a distribution or probability, whereas
'ggdibbler' differentiates itself by viewing an uncertainty
visualisation as an adjustment to an existing graphic that
incorporates the inherent uncertainty in the estimates.  You provide
the code for an existing plot, but replace any of the variables with a
vector of distributions, and it will convert the visualisation into
it's signal suppression counterpart.

Harriet Mason

ggdibbler

Add Uncertainty to Data Visualisations

Dianne Cook

Sarah Goodwin

Susan VanderPlas

uncertain_faithfuld function

A data frame with 5,625 observations and 3 variables:<dl>
 <dt>eruptions</dt>
<dd>Eruption time in mins</dd> <dt>waiting</dt>
<dd>Waiting time to next eruption in mins</dd> <dt>density0</dt>
<dd>A 2d density estimate that is normally distributed with a low variance</dd> <dt>density</dt>
<dd>A 2d density estimate that is normally distributed with a medium variance</dd> <dt>density2</dt>
<dd>A 2d density estimate that is normally distributed with a high variance</dd>
</dl>

Format

A 2d density estimate of the waiting and eruptions variables data
<a href='https://rdrr.io/r/datasets/faithful.html'>faithful</a>. Unlike other uncertain datasets, the only uncertain variable is
density. Since this is based on a model, it wouldn't make sense for erruptions or
waiting to be represented as random variables.

2d density estimate of Old Faithful data with uncertainty — uncertain_faithfuld

A data frame with 5,625 observations and 3 variables:<dl>
 <dt>eruptions</dt>
<dd>Eruption time in mins</dd>

 <dt>waiting</dt>
<dd>Waiting time to next eruption in mins</dd>

 <dt>density0</dt>
<dd>A 2d density estimate that is normally distributed with a low variance</dd>

 <dt>density</dt>
<dd>A 2d density estimate that is normally distributed with a medium variance</dd>

 <dt>density2</dt>
<dd>A 2d density estimate that is normally distributed with a high variance</dd>


</dl>

uncertain_faithfuld: 2d density estimate of Old Faithful data with uncertainty

Description

Arguments

Format