Auxiliary Function to load a fits_ids_dm, fits_agg_dm, or mcmc_dm object

The function is merely helper functions to create an object of type fits_ids_dm, fits_agg_dm, or mcmc_dm. It is used for example code.

Usage

get_example_fits(class, hierarchical = FALSE)

Arguments

class

a string of either "fits_ids_dm", "fits_agg_dm", or "mcmc_dm" (can be abbreviated)

hierarchical

a logical, relevant when class = "mcmc_dm". If TRUE, an object from a hierarchical fit is returned. If FALSE, an object from an individual fit is returned.

Value

An object of type fits_ids_dm, fits_agg_dm, or mcmc_dm, mimicking a result from calling estimate_dm().

Details

For "fits_ids_dm", the returned object comprises DMC (see dmc_dm()) fitted to three participants of the ulrich_flanker_data.

For "fits_agg_dm", the returned object comprises the Ratcliff model (see ratcliff_dm()) fitted to synthetic data of three participants.

For "mcmc_dm" and hierarchical = FALSE, the returned object comprises the Ratcliff model (see ratcliff_dm()) fitted to synthetic data of one participant.

For "mcmc_dm" and hierarchical = TRUE, the returned object comprises the Ratcliff model (see ratcliff_dm()) fitted to synthetic data of ten participants.

Examples

get_example_fits(class = "fits_agg")
#> Fit approach: aggregated - classical
#> Fitted model type: ratcliff_dm, drift_dm
#> Optimizer: nmkb
#> Convergence: TRUE
#> N Individuals: 3 
#> Average Trial Numbers:
#>  100 trials null