@spec compute(Hypergraph.t(), pos_integer(), pos_integer(), pos_integer()) ::
  {:ok, float()}
  | {:error,
     :insufficient_data
     | :insufficient_points
     | :insufficient_positive_data
     | :no_decay
     | :singular_matrix}

Calculates Correlation Length for a hypergraph using Mutual Information decay.

Parameters

• hypergraph: Hypergraph
• max_distance: Maximum distance to consider
• region_size: Size of regions to compare
• samples: Number of random region pairs to sample

Returns

• {:ok, correlation_length} | {:error, reason}