samplers

const samplers: object

Defined in: mc/src/index.js:108

Type Declaration

HamiltonianMC

HamiltonianMC: typeof HamiltonianMC

HMC

HMC: typeof HMC

MetropolisHastings

MetropolisHastings: typeof MetropolisHastings

NUTS

NUTS: typeof NUTS

summary

summary: (chainsOrResults, opts?) => any[]

ArviZ-style posterior summary across one or more chains.

Parameters

chainsOrResults

any

Array of chain results ({trace} from HMC#sample), an array of raw trace dicts, or a single trace dict.

opts?

hdi?

number = 0.94

HDI mass (e.g. 0.94 → hdi_3%/hdi_97%).

Returns

any[]

One row per scalar parameter component with { param, mean, sd, hdi_lo, hdi_hi, ess, rhat }.