Struct ChiSquaredAnalyzer 

pub struct ChiSquaredAnalyzer { /* private fields */ }

Analyzer for chi-squared goodness-of-fit tests.

Implementations

impl ChiSquaredAnalyzer

pub fn new() -> Self

Create a new analyzer with default settings.

pub fn with_binning(self, strategy: BinningStrategy) -> Self

Set the binning strategy.

pub fn with_expected(self, expected: ExpectedDistribution) -> Self

Set the expected distribution.

pub fn with_significance_level(self, level: f64) -> Self

Set the significance level.

pub fn with_min_expected(self, min: f64) -> Self

Set minimum expected frequency per bin.

pub fn analyze_continuous( &self, values: &[f64], ) -> EvalResult<ChiSquaredAnalysis>

Analyze continuous data (will be binned).

pub fn analyze_categorical( &self, observed: &[usize], ) -> EvalResult<ChiSquaredAnalysis>

Analyze categorical/count data directly.

Trait Implementations

impl Default for ChiSquaredAnalyzer

fn default() -> Self

Returns the “default value” for a type.