Struct ProfileMonitorConfig 

pub struct ProfileMonitorConfig {
    pub fosr_lambda: f64,
    pub ncomp: usize,
    pub alpha: f64,
    pub window_size: usize,
    pub step_size: usize,
}

Configuration for profile monitoring.

Parameter guidance

• window_size: Must be >= p + 2 where p is the number of predictors. Larger windows give more stable beta(t) estimates but reduce temporal resolution. Typical: 20–50 for slowly varying processes. Recommended window_size is 5p to 10p where p is the number of predictors, to ensure stable FOSR estimation within each window (the design matrix X^T X has condition number roughly proportional to window_size / p).
• step_size: Controls window overlap. step_size = window_size gives no overlap (independent windows); step_size = 1 gives maximum overlap (smoothest tracking but highest autocorrelation). Typical: window_size/2 or window_size/4.

Fields

fosr_lambda: f64

FOSR smoothing parameter (default 1e-4).

ncomp: usize

Number of principal components for beta-function FPCA (default 3). Typically 2–5 suffices since coefficient functions are smoother than raw data. Use select_ncomp() on the beta eigenvalues for data-driven selection.

alpha: f64

Significance level (default 0.05).

window_size: usize

Window size for rolling FOSR (default 20).

step_size: usize

Step size between windows (default 1).

Trait Implementations

impl Clone for ProfileMonitorConfig

fn clone(&self) -> ProfileMonitorConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ProfileMonitorConfig

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

Formats the value using the given formatter.

impl Default for ProfileMonitorConfig

fn default() -> Self

Returns the “default value” for a type.

impl PartialEq for ProfileMonitorConfig

fn eq(&self, other: &ProfileMonitorConfig) -> 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 ProfileMonitorConfig