Enum PlivVariant 

pub enum PlivVariant {
    PartialX,
    PartialZ,
    PartialXZ,
}

What Pliv partials out.

Variants

PartialX

Partial X out of Y, D and every instrument. With several instruments the treatment residual is projected on the instrument residuals (two-stage least squares). Learners ml_l (E[Y | X]), ml_m (E[Z | X], one fit per instrument), ml_r (E[D | X]).

PartialZ

Use E[D | X, Z] (ml_r) as instrument; no other learner.

PartialXZ

Partial out both: ml_m learns E[D | X, Z], ml_r the projection of its in-sample predictions on X, ml_l learns E[Y | X].

Trait Implementations

impl Clone for PlivVariant

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for PlivVariant

impl Debug for PlivVariant

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

Formats the value using the given formatter.

impl Default for PlivVariant

fn default() -> Self

Returns the “default value” for a type.

impl Eq for PlivVariant

impl PartialEq for PlivVariant

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for PlivVariant