Struct HeterogeneousData 

pub struct HeterogeneousData {
    pub n_obs: usize,
    pub p: usize,
    pub support_size: usize,
    pub n_x: usize,
    pub binary_treatment: bool,
}

Heterogeneous treatment effects τ(x) = exp(2x₀) + 3 sin(4x₀) (or 3 sin(4x₁) with n_x = 2) on uniform covariates, as make_heterogeneous_data.

Fields

n_obs: usize

p: usize

Number of covariates.

support_size: usize

Covariates with non-zero coefficients.

n_x: usize

Covariates the effect depends on (1 or 2).

binary_treatment: bool

Implementations

impl HeterogeneousData

pub fn treatment_effect(&self, x: ArrayView2<'_, f64>) -> Array1<f64>

The treatment effect at covariates x.

pub fn generate(&self, seed: u64) -> Result<HeterogeneousSimulated>

Trait Implementations

impl Clone for HeterogeneousData

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HeterogeneousData

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

Formats the value using the given formatter.

impl Default for HeterogeneousData

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for HeterogeneousData

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for HeterogeneousData