Enum ResamplingPlan 

pub enum ResamplingPlan {
    IidBootstrap,
    BayesianBootstrap,
    MovingBlock {
        length: usize,
    },
    CircularBlock {
        length: usize,
    },
    ClusterBootstrap {
        cluster: VariableId,
    },
    StationaryBlock {
        expected_length: f64,
    },
    Permutation(PermutationScheme),
}

Resampling plan producing row-index or weight replicates.

Variants

IidBootstrap

IID with-replacement row bootstrap.

BayesianBootstrap

Bayesian bootstrap: Dirichlet(1,…,1) observation weights (Rubin).

MovingBlock

Moving-block bootstrap (contiguous blocks).

Fields

length: usize

Block length in rows.

CircularBlock

Circular block bootstrap (wraps the series).

Fields

length: usize

Block length in rows.

ClusterBootstrap

Cluster bootstrap (resample whole clusters; ids via grouped fill).

cluster names the variable whose labels are supplied as cluster_ids to the fill helpers (labels remain caller-resolved).

Fields

cluster: VariableId

Variable that holds cluster membership labels.

StationaryBlock

Stationary block bootstrap (Politis–Romano geometric lengths).

Fields

expected_length: f64

Expected block length (mean of geometric distribution).

Permutation(PermutationScheme)

Permutation (shuffle) index plan.

Implementations

impl ResamplingPlan

pub const fn is_weight_plan(self) -> bool

Whether this plan yields observation weights rather than row indexes.

pub const fn needs_clusters(self) -> bool

Whether this plan requires per-row cluster labels.

pub const fn cluster_variable(self) -> Option<VariableId>

Cluster variable recorded on ResamplingPlan::ClusterBootstrap, if any.

Trait Implementations

impl Clone for ResamplingPlan

fn clone(&self) -> ResamplingPlan

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Copy for ResamplingPlan

impl Debug for ResamplingPlan

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

Formats the value using the given formatter.

impl PartialEq for ResamplingPlan

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for ResamplingPlan