Struct RainbowTestOutput 

pub struct RainbowTestOutput {
    pub test_name: String,
    pub r_result: Option<RainbowSingleResult>,
    pub python_result: Option<RainbowSingleResult>,
    pub interpretation: String,
    pub guidance: String,
}

Result of the Rainbow test supporting both R and Python variants.

The Rainbow test checks for linearity by comparing the fit of the full model to a subset of central observations. This struct can contain results from both R’s lmtest::raintest and Python’s statsmodels implementations.

Fields

• test_name - Name of the test
• r_result - Result from R’s lmtest::raintest (if computed)
• python_result - Result from Python’s statsmodels (if computed)
• interpretation - Human-readable explanation of the result
• guidance - Recommendations based on the test result

Fields

test_name: String

r_result: Option<RainbowSingleResult>

python_result: Option<RainbowSingleResult>

interpretation: String

guidance: String

Trait Implementations

impl Clone for RainbowTestOutput

fn clone(&self) -> RainbowTestOutput

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RainbowTestOutput

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

Formats the value using the given formatter.

impl Serialize for RainbowTestOutput

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

where __S: Serializer,

Serialize this value into the given Serde serializer.