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DepthgramResult

fdars_core::outliers

Struct DepthgramResult 

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#[non_exhaustive]
pub struct DepthgramResult {
    pub mbd_mei_d: Vec<f64>,
    pub mei_mbd_d: Vec<f64>,
    pub mbd_mei_t: Vec<f64>,
    pub mei_mbd_t: Vec<f64>,
    pub mbd_mei_t2: Vec<f64>,
    pub mei_mbd_t2: Vec<f64>,
    pub shape_outliers: Vec<usize>,
    pub magnitude_outliers: Vec<usize>,
    pub mbd: Vec<f64>,
    pub mei: Vec<f64>,
}
Expand description

Numeric output of the depthgram statistic (no rendering).

For univariate (p=1) functional data the three representations (dimension-wise _d, time-wise _t, correlation-corrected _t2) are identical.

Fields (Non-exhaustive)§

This struct is marked as non-exhaustive
Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.
§mbd_mei_d: Vec<f64>

MBD of the MEI vector, dimension-wise.

§mei_mbd_d: Vec<f64>

MEI of the MBD vector, dimension-wise.

§mbd_mei_t: Vec<f64>

MBD of the MEI vector, time-wise (equals _d for p=1).

§mei_mbd_t: Vec<f64>

MEI of the MBD vector, time-wise (equals _d for p=1).

§mbd_mei_t2: Vec<f64>

MBD of the MEI vector, correlation-corrected (equals _d for p=1).

§mei_mbd_t2: Vec<f64>

MEI of the MBD vector, correlation-corrected (equals _d for p=1).

§shape_outliers: Vec<usize>

Row indices flagged as shape outliers (upper fence on the parabola deviation).

§magnitude_outliers: Vec<usize>

Row indices flagged as magnitude outliers (functional boxplot on MBD).

§mbd: Vec<f64>

Modified band depth per curve.

§mei: Vec<f64>

Modified epigraph index per curve.

Trait Implementations§

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impl Clone for DepthgramResult

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fn clone(&self) -> DepthgramResult

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 DepthgramResult

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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 PartialEq for DepthgramResult

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fn eq(&self, other: &DepthgramResult) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl StructuralPartialEq for DepthgramResult

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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