Missing Values Sampler (MISS)¶
A sampler to simulate missing output values from their likelihood distributions.
Model-Based Constructor¶
-
MISS
(params::ElementOrVector{Symbol})¶ Construct a
Sampler
object to sampling missing output values. The constructor should only be used to sample stochastic nodes upon which no other stochastic node depends. So-called ‘output nodes’ can be identified with thekeys()
function. Moreover, when theMISS
constructor is included in a vector ofSampler
objects to define a sampling scheme, it should be positioned at the beginning of the vector. This ensures that missing output values are updated before any other samplers are executed.Arguments
params
: stochastic node(s) that contain missing values (NaN
) to be updated with the sampler.
Value
Returns aSampler{Dict{Symbol, MISSTune}}
type object.Example