data_describe.metrics.bivariate¶
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Identifies varying box plots (i.e. with different means) using the one-way ANOVA test. |
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Identifies heteroscedasticity in box plots using the Brown-Forscythe test. |
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data_describe.metrics.bivariate.varying(group, alpha=0.01)¶ Identifies varying box plots (i.e. with different means) using the one-way ANOVA test.
- Parameters
group – The groups from split_by_category
alpha – The significance level
- Returns
True if statistically significant
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data_describe.metrics.bivariate.heteroscedastic(group, alpha=0.01)¶ Identifies heteroscedasticity in box plots using the Brown-Forscythe test.
- Parameters
group – The groups from split_by_category
alpha – The significance level
- Returns
True if statistically significant