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VarianceRatio

Struct VarianceRatio 

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pub struct VarianceRatio { /* private fields */ }
Expand description

Variance Ratio regime classifier.

Computes the Lo-MacKinlay Variance Ratio to determine whether an instrument is trending, mean-reverting, or following a random walk.

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impl VarianceRatio

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pub fn new(lag: usize) -> Result<Self, IndicatorError>

Create a new VarianceRatio with the specified lag (q parameter).

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Returns InvalidParameter if lag is less than 2.

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pub fn compute_ratio( &self, candles: &[Candle], ) -> Result<Decimal, IndicatorError>

Compute the variance ratio from candle closing prices.

Returns the VR value:

  • VR > 1.1 → trending
  • VR < 0.9 → mean-reverting
  • 0.9 ≤ VR ≤ 1.1 → neutral / random walk
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pub fn rolling( &self, candles: &[Candle], window: usize, ) -> Result<Vec<(usize, Decimal)>, IndicatorError>

Compute rolling variance ratio over a sliding window.

Returns (index, vr) pairs where index is the end position of each window.

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impl Clone for VarianceRatio

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fn clone(&self) -> VarianceRatio

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 VarianceRatio

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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 Indicator for VarianceRatio

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fn name(&self) -> &str

The name of this indicator (e.g., “SMA(20)”).
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fn warmup_period(&self) -> usize

Minimum number of candles required before output is valid.
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fn compute(&self, candles: &[Candle]) -> Result<Series, IndicatorError>

Compute the indicator values from candle data.

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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
where T: ?Sized,

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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
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.