pub struct FciAlgorithm {
pub alpha: f64,
pub max_cond_set_size: usize,
}Expand description
Fast Causal Inference (FCI) algorithm.
Extends the PC algorithm to handle latent common causes by producing a Partial Ancestral Graph (PAG) with bidirected edges for latent confounding.
Fields§
§alpha: f64Significance level for conditional independence tests.
max_cond_set_size: usizeMaximum conditioning set size.
Implementations§
Source§impl FciAlgorithm
impl FciAlgorithm
Sourcepub fn fit(
&self,
data: ArrayView2<'_, f64>,
var_names: &[&str],
) -> StatsResult<StructureLearningResult>
pub fn fit( &self, data: ArrayView2<'_, f64>, var_names: &[&str], ) -> StatsResult<StructureLearningResult>
Run FCI on the data, returning a PAG-like structure.
Trait Implementations§
Auto Trait Implementations§
impl Freeze for FciAlgorithm
impl RefUnwindSafe for FciAlgorithm
impl Send for FciAlgorithm
impl Sync for FciAlgorithm
impl Unpin for FciAlgorithm
impl UnsafeUnpin for FciAlgorithm
impl UnwindSafe for FciAlgorithm
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