17.2.5.6. cis.stats module¶
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class
cis.stats.
StatsAnalyzer
(data1, data2)¶ Analyse datasets to produce statistics.
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analyze
()¶ Perform a statistical analysis on two data sets.
Returns: List of StatisticsResult instances.
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points_count
()¶ Count all points which will be used for statistical comparison operations (i.e. are non-missing in both datasets).
Returns: List of StatisticsResults
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means
()¶ Means of two datasets
Returns: List of StatisticsResults
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stddevs
()¶ Corrected sample standard deviation of datasets
Returns: List of StatisticsResults
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abs_mean
()¶ Mean of absolute difference d2-d1
Returns: List of StatisticsResults
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abs_stddev
()¶ Standard deviation of absolute difference d2-d1
Returns: List of StatisticsResults
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rel_mean
()¶ Mean of relative difference (d2-d1)/d1
Returns: List of StatisticsResults
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rel_stddev
()¶ Mean of relative difference (d2-d1)/d1
Returns: List of StatisticsResults
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spearmans_rank
()¶ Perform a spearman’s rank on the data
Returns: List of StatisticsResults
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linear_regression
()¶ Perform a linear regression on the data
Returns: List of StatisticsResults
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