Enum MissingDataPattern

Source

pub enum MissingDataPattern {
    MCAR {
        missing_rate: f64,
    },
    MAR {
        missing_rate: f64,
        dependency_strength: f64,
    },
    MNAR {
        missing_rate: f64,
        threshold_factor: f64,
    },
    Block {
        block_size: (usize, usize),
        n_blocks: usize,
    },
    Monotone {
        missing_rates: Vec<f64>,
    },
}

Expand description

Missing data simulation patterns for synthetic validation

Variants§

§

MCAR

Missing Completely At Random

Fields

§missing_rate: f64

§

MAR

Missing At Random (depends on observed variables)

Fields

§missing_rate: f64

§dependency_strength: f64

§

MNAR

Missing Not At Random (depends on unobserved values)

Fields

§missing_rate: f64

§threshold_factor: f64

§

Block

Block missing pattern

Fields

§block_size: (usize, usize)

§n_blocks: usize

§

Monotone

Monotone missing pattern

Fields

§missing_rates: Vec<f64>

Trait Implementations§

Source §

impl Clone for MissingDataPattern

Source §

fn clone(&self) -> MissingDataPattern

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Debug for MissingDataPattern

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for MissingDataPattern

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

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

Source §

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

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §