Struct FofResult 

#[non_exhaustive]
pub struct FofResult {
    pub intercept: Vec<f64>,
    pub beta_surface: FdMatrix,
    pub fitted: FdMatrix,
    pub residuals: FdMatrix,
    pub r_squared_t: Vec<f64>,
    pub r_squared: f64,
    pub ncomp_x: usize,
    pub ncomp_y: usize,
    pub fpca_x: FpcaResult,
    pub fpca_y: FpcaResult,
    pub coef_matrix: FdMatrix,
}

Result of function-on-function regression.

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.

intercept: Vec<f64>

Intercept function α(s) (length m_y)

beta_surface: FdMatrix

Coefficient surface β(s,t) stored as (m_y x m_x) matrix

fitted: FdMatrix

Fitted response curves (n x m_y)

residuals: FdMatrix

Residual curves (n x m_y)

r_squared_t: Vec<f64>

R-squared per response grid point (length m_y)

r_squared: f64

Overall R-squared (mean of pointwise R-squared)

ncomp_x: usize

Number of predictor FPC components used

ncomp_y: usize

Number of response FPC components used

fpca_x: FpcaResult

FPCA of predictor (for projection)

fpca_y: FpcaResult

FPCA of response (for reconstruction)

coef_matrix: FdMatrix

Coefficient matrix B: Y-scores = X-scores * B (ncomp_x x ncomp_y)

Trait Implementations

impl Clone for FofResult

fn clone(&self) -> FofResult

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FofResult

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

Formats the value using the given formatter.

impl PartialEq for FofResult

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

Equality operator ==.

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

Inequality operator !=.

impl StructuralPartialEq for FofResult