Struct FtsmResult 

#[non_exhaustive]
pub struct FtsmResult {
    pub mean: Vec<f64>,
    pub rotation: FdMatrix,
    pub scores: FdMatrix,
    pub fitted: FdMatrix,
    pub weights: Vec<f64>,
    pub ncomp: usize,
    pub ar_models: Vec<ArModelResult>,
}

Result of fitting the FPCA-based functional time-series model.

Produced by ftsm. Carries the FPCA decomposition (mean, loadings, score-time-series, reconstructed fitted curves, integration weights) plus the per-component AR-model diagnostics used for forecasting.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

mean: Vec<f64>

Mean curve μ(u), length m.

rotation: FdMatrix

FPC loadings φ_k, shape m × ncomp.

scores: FdMatrix

FPC score time-series β_{t,k}, shape n × ncomp.

fitted: FdMatrix

Reconstructed fitted curves, shape n × m.

weights: Vec<f64>

Simpson integration weights, length m.

ncomp: usize

Effective number of retained components (clamped to min(ncomp, n, m)).

ar_models: Vec<ArModelResult>

Per-component fitted AR-model diagnostics (length = ncomp).

Trait Implementations

impl Clone for FtsmResult

fn clone(&self) -> FtsmResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FtsmResult

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

Formats the value using the given formatter.

impl PartialEq for FtsmResult

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for FtsmResult