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ABTestReport

oxirs_embed::ab_testing

Struct ABTestReport 

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pub struct ABTestReport {
    pub control_name: String,
    pub treatment_name: String,
    pub control_stats: VariantStats,
    pub treatment_stats: VariantStats,
    pub ttest: TTestResult,
    pub mann_whitney: MannWhitneyResult,
    pub cohens_d: f64,
    pub significant: bool,
    pub winner: Winner,
    pub significance_level: f64,
}
Expand description

Full A/B test analysis report.

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§control_name: String§treatment_name: String§control_stats: VariantStats§treatment_stats: VariantStats§ttest: TTestResult§mann_whitney: MannWhitneyResult§cohens_d: f64

Cohen’s d effect size.

§significant: bool

True iff both tests are below significance_level.

§winner: Winner§significance_level: f64

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impl ABTestReport

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pub fn summary(&self) -> String

Render a human-readable summary.

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pub fn treatment_wins(&self) -> bool

Return true if the treatment is the statistically significant winner.

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pub fn control_wins(&self) -> bool

Return true if the control is the statistically significant winner.

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pub fn relative_improvement(&self) -> f64

Relative improvement of treatment over control: (trt - ctrl) / |ctrl|.

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impl Clone for ABTestReport

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fn clone(&self) -> ABTestReport

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ABTestReport

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<'de> Deserialize<'de> for ABTestReport

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ABTestReport

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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