Struct CorrelationBuilder 

pub struct CorrelationBuilder<F> { /* private fields */ }

Builder pattern for correlation analysis

Implementations

impl<F> CorrelationBuilder<F>

where F: Float + NumCast + Clone + Debug + Display + SimdUnifiedOps + Sum<F> + Div<Output = F> + Send + Sync + 'static,

pub fn new() -> Self

Create a new correlation analysis builder

pub fn method(self, method: CorrelationMethod) -> Self

Set correlation method

pub fn min_periods(self, periods: usize) -> Self

Set minimum number of periods for valid correlation

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

Set confidence level for p-values and confidence intervals

pub fn parallel(self, enable: bool) -> Self

Enable/disable parallel processing

pub fn simd(self, enable: bool) -> Self

Enable/disable SIMD optimizations

pub fn with_metadata(self) -> Self

Include metadata in results

pub fn compute<'a>( &self, x: ArrayView1<'a, F>, y: ArrayView1<'a, F>, ) -> StatsResult<StandardizedResult<CorrelationResult<F>>>

Compute correlation between two variables

pub fn compute_matrix( &self, data: ArrayView2<'_, F>, ) -> StatsResult<StandardizedResult<Array2<F>>>

Compute correlation matrix for multiple variables

Trait Implementations

impl<F> Default for CorrelationBuilder<F>

where F: Float + NumCast + Clone + Debug + Display + SimdUnifiedOps + Sum<F> + Div<Output = F> + Send + Sync + 'static,

fn default() -> Self

Returns the “default value” for a type.