SSE

causal_hub::estimators

Struct SSE 

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pub struct SSE<'a, D> { /* private fields */ }
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A struct representing a sufficient statistics estimator.

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impl<'a, D> SSE<'a, D>

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pub const fn new(dataset: &'a D) -> Self

Constructs a new sufficient statistics estimator.

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A new SSE instance.

Trait Implementations§

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impl CSSEstimator<CatCIMS> for SSE<'_, CatTrj>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<CatCIMS> for SSE<'_, CatTrjs>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<CatCIMS> for SSE<'_, CatWtdTrj>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<CatCIMS> for SSE<'_, CatWtdTrjs>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<CatCPDS> for SSE<'_, CatTable>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<CatCPDS> for SSE<'_, CatWtdTable>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<GaussCPDS> for SSE<'_, GaussTable>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> GaussCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl CSSEstimator<GaussCPDS> for SSE<'_, GaussWtdTable>

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fn fit(&self, x: &Set<usize>, z: &Set<usize>) -> GaussCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics. Read more
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impl<'a, D: Clone> Clone for SSE<'a, D>

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fn clone(&self) -> SSE<'a, D>

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<'a, D: Debug> Debug for SSE<'a, D>

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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<D> Labelled for SSE<'_, D>
where D: Labelled,

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fn labels(&self) -> &Labels

Returns the labels of the variables. Read more
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fn label_to_index(&self, x: &str) -> usize

Return the variable index for a given label. Read more
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fn index_to_label(&self, x: usize) -> &str

Return the label for a given variable index. Read more
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fn index_to(&self, x: usize, other: &Labels) -> usize

Maps an index from this model to another model with the same label. Read more
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fn indices_to(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from this model to another model with the same labels. Read more
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fn index_from(&self, x: usize, other: &Labels) -> usize

Maps an index from another model to this model with the same label. Read more
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fn indices_from(&self, x: &Set<usize>, other: &Labels) -> Set<usize>

Maps a set of indices from another model to this model with the same labels. Read more
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impl ParCSSEstimator<CatCIMS> for SSE<'_, CatTrjs>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl ParCSSEstimator<CatCIMS> for SSE<'_, CatWtdTrjs>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCIMS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl ParCSSEstimator<CatCPDS> for SSE<'_, CatTable>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl ParCSSEstimator<CatCPDS> for SSE<'_, CatWtdTable>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> CatCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl ParCSSEstimator<GaussCPDS> for SSE<'_, GaussTable>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> GaussCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl ParCSSEstimator<GaussCPDS> for SSE<'_, GaussWtdTable>

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fn par_fit(&self, x: &Set<usize>, z: &Set<usize>) -> GaussCPDS

Fits the estimator to the dataset and returns the conditional sufficient statistics in parallel. Read more
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impl<'a, D: Copy> Copy for SSE<'a, D>

Auto Trait Implementations§

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impl<'a, D> Freeze for SSE<'a, D>

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impl<'a, D> RefUnwindSafe for SSE<'a, D>
where D: RefUnwindSafe,

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impl<'a, D> Send for SSE<'a, D>
where D: Sync,

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impl<'a, D> Sync for SSE<'a, D>
where D: Sync,

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impl<'a, D> Unpin for SSE<'a, D>

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impl<'a, D> UnwindSafe for SSE<'a, D>
where D: RefUnwindSafe,

Blanket Implementations§

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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> AsOut<T> for T
where T: Copy,

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fn as_out(&mut self) -> Out<'_, T>

Returns an out reference to self.
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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> IntoEither for T

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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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impl<T> Pointable for T

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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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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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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.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> ErasedDestructor for T
where T: 'static,