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NormalResult

lawkit_core::laws::normal

Struct NormalResult 

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pub struct NormalResult {
Show 26 fields
    pub dataset_name: String,
    pub numbers_analyzed: usize,
    pub risk_level: RiskLevel,
    pub mean: f64,
    pub std_dev: f64,
    pub variance: f64,
    pub skewness: f64,
    pub kurtosis: f64,
    pub shapiro_wilk_statistic: f64,
    pub shapiro_wilk_p_value: f64,
    pub anderson_darling_statistic: f64,
    pub anderson_darling_p_value: f64,
    pub kolmogorov_smirnov_statistic: f64,
    pub kolmogorov_smirnov_p_value: f64,
    pub normality_score: f64,
    pub qq_correlation: f64,
    pub distribution_quality: f64,
    pub outliers_z_score: Vec<(usize, f64, f64)>,
    pub outliers_modified_z: Vec<(usize, f64, f64)>,
    pub outliers_iqr: Vec<(usize, f64)>,
    pub mean_confidence_interval: (f64, f64),
    pub prediction_interval_95: (f64, f64),
    pub three_sigma_limits: (f64, f64),
    pub within_1_sigma_percent: f64,
    pub within_2_sigma_percent: f64,
    pub within_3_sigma_percent: f64,

}
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正規分布解析結果

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§dataset_name: String§numbers_analyzed: usize§risk_level: RiskLevel§mean: f64§std_dev: f64§variance: f64§skewness: f64§kurtosis: f64§shapiro_wilk_statistic: f64§shapiro_wilk_p_value: f64§anderson_darling_statistic: f64§anderson_darling_p_value: f64§kolmogorov_smirnov_statistic: f64§kolmogorov_smirnov_p_value: f64§normality_score: f64§qq_correlation: f64§distribution_quality: f64§outliers_z_score: Vec<(usize, f64, f64)>§outliers_modified_z: Vec<(usize, f64, f64)>§outliers_iqr: Vec<(usize, f64)>§mean_confidence_interval: (f64, f64)§prediction_interval_95: (f64, f64)§three_sigma_limits: (f64, f64)§within_1_sigma_percent: f64§within_2_sigma_percent: f64§within_3_sigma_percent: f64

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impl NormalResult

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pub fn new(dataset_name: String, numbers: &[f64]) -> Result<Self>

Trait Implementations§

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impl Clone for NormalResult

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fn clone(&self) -> NormalResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

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

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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<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
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fn into(self) -> U

Calls U::from(self).

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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Dereferences the given pointer. Read more
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type Output = T

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type Owned = T

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fn vzip(self) -> V