try_cast_as_numeric

This function attempts to convert each column of a dataframe to numeric.
Additionally, it replaces commas with dots to handle decimal separators.
If at any point of the conversion a Nan value is detected,
where it was not present in the original column, then
the original column is retained.

internal

Speeds up the process of loading raw data from MBA (Multiplex Bead Assay) examinations, performs quality control checks, and automatically normalises the data, preparing it for more advanced, downstream tasks. The main objective of the package is to create a simple environment for a user, who does not necessarily have experience with R language. The package is developed within the project 'PvSTATEM', which is an international project aiming for malaria elimination.

Jakub Grzywaczewski

SerolyzeR

Reading, Quality Control and Preprocessing of MBA (Multiplex
Bead Assay) Data

Tymoteusz Kwiecinski

Mateusz Nizwantowski

Przemyslaw Biecek

Nuno Sepulveda

try_cast_as_numeric function

<dl><dt>dataframe</dt>
<dd>(<code>data.frame</code>) A dataframe whose columns are to be converted to numeric.</dd></dl>

Arguments

Try cast dataframe columns as numeric — try_cast_as_numeric

<dl>

<dt>dataframe</dt>
<dd>(<code>data.frame</code>) A dataframe whose columns are to be converted to numeric.</dd>

</dl>

try_cast_as_numeric: Try cast dataframe columns as numeric

Description

Usage

Value

Arguments