Struct pointprocesses::temporal::poisson::VariablePoissonProcess

pub struct VariablePoissonProcess<F> where
    F: Fn(f64) -> f64 + Send + Sync,  { /* fields omitted */ }

Poisson process with variable intensity.

Methods

impl<F> VariablePoissonProcess<F> where
    F: Fn(f64) -> f64 + Send + Sync, 

pub fn new(lambda: F, max_lambda: f64) -> Self

Trait Implementations

impl<F> TemporalProcess for VariablePoissonProcess<F> where
    F: Fn(f64) -> f64 + Send + Sync, 

fn sample(&self, tmax: f64) -> TimeProcessResult

Sample a sequence of events of the process. Returns: event timestamps and intensity process.

fn batch_sample(&self, tmax: f64, num_batch: usize) -> Vec<TimeProcessResult> where
    Self: Sync, 

Batch-sample sequences from the model.

impl<F> DeterministicIntensity for VariablePoissonProcess<F> where
    F: Fn(f64) -> f64 + Send + Sync, 

fn intensity(&self, t: f64) -> f64