Struct BayesianAnalysisWorkflow 

pub struct BayesianAnalysisWorkflow {
    pub use_mcmc: bool,
    pub n_mcmc_samples: usize,
    pub mcmc_burnin: usize,
    pub random_seed: Option<u64>,
}

Comprehensive Bayesian analysis workflow

Fields

use_mcmc: bool

Enable MCMC sampling

n_mcmc_samples: usize

Number of MCMC samples

mcmc_burnin: usize

MCMC burn-in period

random_seed: Option<u64>

Random seed

Implementations

impl BayesianAnalysisWorkflow

pub fn new() -> Self

Create new Bayesian analysis workflow

pub fn with_mcmc(self, n_samples_: usize, burnin: usize) -> Self

Configure MCMC settings

pub fn without_mcmc(self) -> Self

Disable MCMC sampling

pub fn with_seed(self, seed: u64) -> Self

Set random seed

pub fn analyze( &self, x: ArrayView2<'_, f64>, y: ArrayView1<'_, f64>, ) -> Result<BayesianAnalysisResult>

Perform comprehensive Bayesian analysis

Trait Implementations

impl Clone for BayesianAnalysisWorkflow

fn clone(&self) -> BayesianAnalysisWorkflow

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for BayesianAnalysisWorkflow

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for BayesianAnalysisWorkflow

fn default() -> Self

Returns the “default value” for a type.