Struct ModelComparison 

pub struct ModelComparison {
    pub model_a: String,
    pub model_b: String,
    pub aic_diff: f64,
    pub bic_diff: f64,
    pub ll_diff: f64,
}

Model comparison results

Fields

model_a: String

First model name

model_b: String

Second model name

aic_diff: f64

AIC difference (B - A)

bic_diff: f64

BIC difference (B - A)

ll_diff: f64

Log-likelihood difference (B - A)

Implementations

impl ModelComparison

pub fn aic_preferred(&self) -> String

Determine which model is better based on AIC

pub fn bic_preferred(&self) -> String

Determine which model is better based on BIC

pub fn aic_evidence(&self) -> &'static str

Strength of evidence based on AIC difference

pub fn summary(&self) -> String

Create comparison summary

Trait Implementations

impl Clone for ModelComparison

fn clone(&self) -> ModelComparison

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelComparison

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelComparison

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelComparison

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.