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CLIMATE-483 - Add basic PatternCorrelation metric #85
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- Rename old PatternCorrelation metric to TemporalPatternCorrelation since it does an annual reshaping of the datasets before doing a comparison and that isn't adequately reflected in the metric's name. The new name also falls in line with the functionality of the TemporalStdDevRatio metric which also does such a rebin. - Add basic PatternCorrelation metric that uses scipy.stats.pearsonr to return the r_value for the reference and target datasets. Note, the metric no longer returns a tuple of values. It now only returns the r_value. This falls much more in line with the metrics name in my opinion.
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since it does an annual reshaping of the datasets before doing a
comparison and that isn't adequately reflected in the metric's name.
The new name also falls in line with the functionality of the
TemporalStdDevRatio metric which also does such a rebin.
scipy.stats.mstats.linregress to return the r_value for the reference
and target datasets. Note, the metric no longer returns a tuple of
values. It now only returns the r_value. This falls much more in line
with the metrics name in my opinion.