Struct RdOptions 

pub struct RdOptions {

    pub p: usize,
    pub q: Option<usize>,
    pub kernel: Kernel,
    pub bwselect: BwSelect,
    pub vce: Vce,
    pub nnmatch: usize,
    pub level: f64,
    pub masspoints: MassPoints,
    pub bwcheck: Option<usize>,
    pub bwrestrict: bool,
    pub stdvars: bool,
    pub scaleregul: f64,
    pub sharpbw: bool,
    pub rho: Option<f64>,
    pub scalepar: f64,
    pub covs_drop: bool,
}

Options of rd_bandwidths and rd_estimate, with rdrobust’s defaults.

Fields

p: usize

Polynomial order of the point estimate (default 1).

q: Option<usize>

Polynomial order of the bias correction (default p + 1).

kernel: Kernel

bwselect: BwSelect

vce: Vce

nnmatch: usize

Minimum number of neighbours for Vce::Nn (default 3).

level: f64

Confidence level of the intervals (default 0.95).

masspoints: MassPoints

bwcheck: Option<usize>

Minimum number of distinct running-variable values in the pilot bandwidths (default: none, or 10 with detected mass points).

bwrestrict: bool

Restrict bandwidths to the range of the running variable (default true).

stdvars: bool

Standardise the outcome and running variable for bandwidth selection (default true).

scaleregul: f64

Scale of the regularisation term of the bandwidth selectors (default 1).

sharpbw: bool

Fuzzy design with the bandwidth selector of the sharp design (also used when the treatment does not vary on one side).

rho: Option<f64>

Bias bandwidth b = h / rho (default: selected separately).

scalepar: f64

Multiplier of the estimate (default 1).

covs_drop: bool

Drop collinear covariates (default true).

Trait Implementations

impl Clone for RdOptions

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 RdOptions

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

Formats the value using the given formatter.

impl Default for RdOptions

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for RdOptions

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for RdOptions