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mvpa2.clfs.transerror.nanmean

mvpa2.clfs.transerror.nanmean(x, axis=0)

Compute the mean over the given axis ignoring nans.

Parameters :

x : ndarray

Input array.

axis : int, optional

Axis along which the mean is computed. Default is 0, i.e. the first axis.

Returns :

m : float

The mean of x, ignoring nans.

See also

nanstd, nanmedian

Examples

>>> from scipy import stats
>>> a = np.linspace(0, 4, 3)
>>> a
array([ 0.,  2.,  4.])
>>> a[-1] = np.nan
>>> stats.nanmean(a)
1.0