Struct MultiFammResult 

#[non_exhaustive]
pub struct MultiFammResult {
    pub components: Vec<DenseFlmmResult>,
    pub stacked_fitted: FdMatrix,
    pub stacked_residuals: FdMatrix,
    pub n_dims: usize,
}

Result of a multivariate FAMM fit.

Divergence from R’s multiFAMM

R’s multiFAMM (Volkmann et al. 2021) uses joint multivariate FPCA so that cross-dimension covariance kernels K_g(d,e)(t,t’) are modelled. fdars instead runs D independent univariate FPCAs (one per response dimension via dense_flmm), capturing within-dimension structure but not cross-dimension covariances. This is a documented capability divergence; users requiring cross-dimension random effects should consider the R package.

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.

components: Vec<DenseFlmmResult>

Per-dimension FLMM results (length D)

stacked_fitted: FdMatrix

Fitted values stacked row-wise across all dimensions: (n_total × D) × m

stacked_residuals: FdMatrix

Residuals stacked row-wise across all dimensions: (n_total × D) × m

n_dims: usize

Number of response dimensions D

Trait Implementations

impl Clone for MultiFammResult

fn clone(&self) -> MultiFammResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MultiFammResult

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

Formats the value using the given formatter.

impl PartialEq for MultiFammResult

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for MultiFammResult