Struct FmmResult 

pub struct FmmResult {
    pub mean_function: Vec<f64>,
    pub beta_functions: FdMatrix,
    pub random_effects: FdMatrix,
    pub fitted: FdMatrix,
    pub residuals: FdMatrix,
    pub random_variance: Vec<f64>,
    pub sigma2_eps: f64,
    pub sigma2_u: Vec<f64>,
    pub ncomp: usize,
    pub n_subjects: usize,
    pub eigenvalues: Vec<f64>,
}

Result of a functional mixed model fit.

Fields

mean_function: Vec<f64>

Overall mean function μ̂(t) (length m)

beta_functions: FdMatrix

Fixed effect coefficient functions β̂_j(t) (p × m matrix, one row per covariate)

random_effects: FdMatrix

Random effect functions b̂_i(t) per subject (n_subjects × m)

fitted: FdMatrix

Fitted values for all observations (n_total × m)

residuals: FdMatrix

Residuals (n_total × m)

random_variance: Vec<f64>

Variance of random effects at each time point (length m)

sigma2_eps: f64

Residual variance estimate

sigma2_u: Vec<f64>

Random effect variance estimate (per-component)

ncomp: usize

Number of FPC components used

n_subjects: usize

Number of subjects

eigenvalues: Vec<f64>

FPC eigenvalues (singular values squared / n)

Trait Implementations

impl Clone for FmmResult

fn clone(&self) -> FmmResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FmmResult

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

Formats the value using the given formatter.

impl PartialEq for FmmResult

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

Tests for self and other values to be equal, and is used by ==.

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

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for FmmResult