predict_interpolation

Predict data by linear interpolation from existing data

Easy wrangling and model-free analysis of
microbial growth curve data, as commonly output by plate readers.
Tools for reshaping common plate reader outputs into 'tidy' formats and
merging them with design information, making data easy to work with using
'gcplyr' and other packages. Also streamlines common growth curve
processing steps, like smoothing and calculating derivatives, and
facilitates model-free characterization and analysis of growth data.
See methods at <https://mikeblazanin.github.io/gcplyr/>.

Mike Blazanin

gcplyr

Wrangle and Analyze Growth Curve Data

predict_interpolation function

<dl><dt>x</dt>
<dd>A vector of known predictor values.</dd>
<dt>y</dt>
<dd>A vector of known response values.</dd>
<dt>newdata</dt>
<dd>A vector of new predictor values for which the response
value will be predicted</dd>
<dt>extrapolate_predictions</dt>
<dd>Boolean indicating whether values of <code>newdata</code> that are 
out of the domain of <code>x</code> should be predicted (by 
extrapolating the slope from the endpoints of <code>x</code>). If
<code>FALSE</code>, such values will be returned as <code>NA</code>.</dd>
<dt>na.rm</dt>
<dd>logical whether NA's should be removed before making predictions</dd></dl>

Arguments

Predict data by linear interpolation from existing data — predict_interpolation

<dl>

<dt>x</dt>
<dd>A vector of known predictor values.</dd>


<dt>y</dt>
<dd>A vector of known response values.</dd>


<dt>newdata</dt>
<dd>A vector of new predictor values for which the response
value will be predicted</dd>


<dt>extrapolate_predictions</dt>
<dd>Boolean indicating whether values of <code>newdata</code> that are 
out of the domain of <code>x</code> should be predicted (by 
extrapolating the slope from the endpoints of <code>x</code>). If
<code>FALSE</code>, such values will be returned as <code>NA</code>.</dd>


<dt>na.rm</dt>
<dd>logical whether NA's should be removed before making predictions</dd>

</dl>

predict_interpolation: Predict data by linear interpolation from existing data

Description

Usage

Value

Arguments