Struct RdData 

pub struct RdData<'a> {
    pub y: ArrayView1<'a, f64>,
    pub x: ArrayView1<'a, f64>,
    pub cutoff: f64,
    pub fuzzy: Option<ArrayView1<'a, f64>>,
    pub covs: Option<ArrayView2<'a, f64>>,
    pub cluster: Option<&'a [i64]>,
}

Data of an RD design: outcome y, running variable x and cutoff, and optionally the treatment (fuzzy design), covariates and cluster labels.

Fields

y: ArrayView1<'a, f64>

x: ArrayView1<'a, f64>

cutoff: f64

fuzzy: Option<ArrayView1<'a, f64>>

covs: Option<ArrayView2<'a, f64>>

cluster: Option<&'a [i64]>

Implementations

impl<'a> RdData<'a>

pub fn new(y: ArrayView1<'a, f64>, x: ArrayView1<'a, f64>) -> Self

A sharp design with cutoff 0.

pub fn cutoff(self, c: f64) -> Self

pub fn fuzzy(self, t: ArrayView1<'a, f64>) -> Self

Fuzzy design with treatment t.

pub fn covariates(self, z: ArrayView2<'a, f64>) -> Self

Covariates for covariate-adjusted estimation (rdrobust’s covs).

pub fn clusters(self, labels: &'a [i64]) -> Self

Cluster labels for cluster-robust standard errors.

Trait Implementations

impl<'a> Clone for RdData<'a>

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl<'a> Copy for RdData<'a>

impl<'a> Debug for RdData<'a>

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

Formats the value using the given formatter.