count_NA

Count the number of <code>NA</code> values in a vector, matrix or data frame

Supply functions for the creation and handling of missing
data as well as tools to evaluate missing data methods. Nearly all
possibilities of generating missing data discussed by Santos et al.
(2019) <doi:10.1109/ACCESS.2019.2891360> and some additional are
implemented. Functions are supplied to compare parameter estimates
and imputed values to true values to evaluate missing data methods.
Evaluations of these types are done, for example, by Cetin-Berber et
al. (2019) <doi:10.1177/0013164418805532> and Kim et al. (2005)
<doi:10.1093/bioinformatics/bth499>.

Tobias Rockel

missMethods

Methods for Missing Data

count_NA function

<dl><dt>x</dt>
<dd>a vector, matrix or data frame, in which <code>NA</code> values are counted</dd>
<dt>type</dt>
<dd>How to count the <code>NA</code> values. Possible choices:<ul>
<li>"default": If <code>x</code> is a matrix or a data frame, the number of missing
values per column is returned. If <code>x</code> is something else, the total number
of missing values in <code>x</code> is returned.</li>
<li>"all": The number of all missing values in <code>x</code> is returned.</li>
<li>"cols": The number of missing values per column is returned.</li>
<li>"rows": The number of missing values per row is returned.</li>
</ul></dd></dl>

Arguments

Count the number of NAs — count_NA

<dl>

<dt>x</dt>
<dd>a vector, matrix or data frame, in which <code>NA</code> values are counted</dd>


<dt>type</dt>
<dd>How to count the <code>NA</code> values. Possible choices:<ul>
<li>"default": If <code>x</code> is a matrix or a data frame, the number of missing
values per column is returned. If <code>x</code> is something else, the total number
of missing values in <code>x</code> is returned.</li>
<li>"all": The number of all missing values in <code>x</code> is returned.</li>
<li>"cols": The number of missing values per column is returned.</li>
<li>"rows": The number of missing values per row is returned.</li>
</ul></dd>

</dl>

count_NA: Count the number of `NA`s

Description

Usage

Value

Arguments

Examples