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RandomInterceptFit

bixverse_core::core::math::mixed_model

Struct RandomInterceptFit 

Source 
pub struct RandomInterceptFit {
    pub beta: Vec<f64>,
    pub se: Vec<f64>,
    pub t_stat: Vec<f64>,
    pub df: Vec<f64>,
    pub p_value: Vec<f64>,
    pub sigma_sq: f64,
    pub sigma_b_sq: f64,
    pub lambda: f64,
    pub singular: bool,
    pub bracket_exhausted: bool,
}
Expand description

A fitted single-random-intercept model.

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§beta: Vec<f64>

Fixed-effect coefficients.

§se: Vec<f64>

Standard errors of the coefficients.

§t_stat: Vec<f64>

Wald t statistics.

§df: Vec<f64>

Denominator degrees of freedom per coefficient. Satterthwaite by default, n - p when it is switched off, and NaN when the variance ratio ran past its bracket, which withholds the inference either way.

§p_value: Vec<f64>

Two-sided p-values.

§sigma_sq: f64

Residual variance.

§sigma_b_sq: f64

Between-group variance.

§lambda: f64

The fitted variance ratio sigma_b^2 / sigma^2.

§singular: bool

Whether the fit landed on the lambda = 0 boundary. lme4 calls this singular. The model has collapsed to ordinary least squares; the coefficients are still the right answer for the data.

§bracket_exhausted: bool

Whether the search ran out of bracket at the far end.

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impl Clone for RandomInterceptFit

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fn clone(&self) -> Self

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 RandomInterceptFit

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

Formats the value using the given formatter. Read more

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