na.mean

na.mean is replaced by <code>na_mean</code>.
The functionality stays the same. The new name better fits modern R code
style guidelines (which prefer _ over . in function names).

internal

Imputation (replacement) of missing values
in univariate time series.
Offers several imputation functions
and missing data plots.
Available imputation algorithms include:
'Mean', 'LOCF', 'Interpolation',
'Moving Average', 'Seasonal Decomposition',
'Kalman Smoothing on Structural Time Series models',
'Kalman Smoothing on ARIMA models'. Published in Moritz and Bartz-Beielstein (2017)
<doi:10.32614/RJ-2017-009>.

Steffen Moritz

imputeTS

Time Series Missing Value Imputation

Sebastian Gatscha

Earo Wang

Ron Hause

na.mean function

<dl><dt>x</dt>
<dd>Numeric Vector (<code><a href="/link/vector?package=imputeTS&version=3.3" data-mini-rdoc="imputeTS::vector">vector</a></code>) or Time Series (<code><a href="/link/ts?package=imputeTS&version=3.3" data-mini-rdoc="imputeTS::ts">ts</a></code>)
object in which missing values shall be replaced</dd>
<dt>option</dt>
<dd>Algorithm to be used. Accepts the following input:<ul>
<li>"mean" - take the mean for imputation (default choice)</li>
<li>"median" - take the median for imputation</li>
<li>"mode" - take the mode for imputation</li>
<li>"harmonic" - take the harmonic mean</li>
<li>"geometric" - take the geometric mean</li>
</ul></dd>
<dt>maxgap</dt>
<dd>Maximum number of successive NAs to still perform imputation on.
Default setting is to replace all NAs without restrictions. With this
option set, consecutive NAs runs, that are longer than 'maxgap' will
be left NA. This option mostly makes sense if you want to
treat long runs of NA afterwards separately.</dd></dl>

Arguments

Deprecated use na_mean instead. — na.mean

<dl>

<dt>x</dt>
<dd>Numeric Vector (<code><a href='https://rdrr.io/r/base/vector.html'>vector</a></code>) or Time Series (<code><a href='https://rdrr.io/r/stats/ts.html'>ts</a></code>)
object in which missing values shall be replaced</dd>


<dt>option</dt>
<dd>Algorithm to be used. Accepts the following input:<ul>
<li>"mean" - take the mean for imputation (default choice)</li>
<li>"median" - take the median for imputation</li>
<li>"mode" - take the mode for imputation</li>
<li>"harmonic" - take the harmonic mean</li>
<li>"geometric" - take the geometric mean</li>
</ul></dd>


<dt>maxgap</dt>
<dd>Maximum number of successive NAs to still perform imputation on.
Default setting is to replace all NAs without restrictions. With this
option set, consecutive NAs runs, that are longer than 'maxgap' will
be left NA. This option mostly makes sense if you want to
treat long runs of NA afterwards separately.</dd>

</dl>

na.mean: Deprecated use `na_mean` instead.

Description

Usage

Arguments