iglm (version 1.1)

sampler.net.attr: Constructor for Single Component Sampler Settings

Description

Creates an object of class `sampler_net_attr` (and `R6`). This object specifies the MCMC sampling parameters for a single component (like an attribute vector or a network structure) within the larger `iglm` simulation framework. It is typically used as input when creating a `sampler.iglm` object.

Usage

sampler.net.attr(n_proposals = 10000, seed = NA, file = NULL)

Value

An object of class `sampler_net_attr` (and `R6`).

Arguments

n_proposals

(integer) The number of MCMC proposals (iterations) to perform for this specific component during each sampling update. Default: 10000.

seed

(integer or `NA`) An integer seed for the random number generator to ensure reproducibility for this component's sampling process. If `NA` (default), a random seed will be generated automatically.

file

(character or `NULL`) If provided, loads the sampler state from ' the specified .rds file instead of initializing from parameters.

See Also

`sampler.iglm`

Examples

# Default settings
sampler_comp_default <- sampler.net.attr()
sampler_comp_default

# Custom settings
sampler_comp_custom <- sampler.net.attr(n_proposals = 50000, seed = 123)
sampler_comp_custom