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FamResult

fdars_core::scalar_on_function

Struct FamResult 

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#[non_exhaustive]
pub struct FamResult {
    pub fitted_values: Vec<f64>,
    pub residuals: Vec<f64>,
    pub component_fits: Vec<Vec<f64>>,
    pub intercept: f64,
    pub bandwidths: Vec<f64>,
    pub ncomp: usize,
    pub r_squared: f64,
    pub fpca: FpcaResult,
}
Expand description

Result of fam.

Fields (Non-exhaustive)§

This struct is marked as 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.
§fitted_values: Vec<f64>

Fitted values ŷ (length n).

§residuals: Vec<f64>

Residuals y − ŷ (length n).

§component_fits: Vec<Vec<f64>>

Component fits f_k(ξ_k) for each observation, outer index = component. Length = ncomp + scalar_covariates.ncols() (when scalar covariates are provided, indices 0..ncomp correspond to FPC components; subsequent entries to scalar covariates).

§intercept: f64

Mean response μ_y (intercept of the additive model).

§bandwidths: Vec<f64>

Per-component optimal bandwidth. Length = ncomp + scalar_covariates.ncols(). Indices 0..ncomp correspond to FPC components; subsequent entries to scalar covariates.

§ncomp: usize

Number of FPC components used.

§r_squared: f64

R² statistic.

§fpca: FpcaResult

Embedded FPCA result for projecting new data.

Trait Implementations§

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impl Clone for FamResult

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fn clone(&self) -> FamResult

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for FamResult

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

Formats the value using the given formatter. Read more
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impl PartialEq for FamResult

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

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

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

Inequality operator !=. Read more
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impl StructuralPartialEq for FamResult

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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