addm_generate_artificial: Generate artificial dataset
In AlexanderFengler/addmtoolbox: addmtoolbox

Description Usage Arguments Value Author(s)

Generate artificial data for addm model fits

addm_generate_artificial(set.size = 2, possible.valuations = c(0, 1, 2, 3),
  model.parameters = c(0, 0.002, 0.07, 0.5), nr.attributes = 1,
  nr.reps = 2000, timestep = 10, rtbinsize = 100, nr.conditions = 30,
  model.type = "standard")

`set.size`	Indicates the number of items that are allowed.
`possible.valuations`	Vector storing valuations that single items can hold in a choice set.
`model.parameters`	vector of parameters that will be used by the model to generate artificial choice/rt data
`nr.attributes`	integer providing the number of attributes that will be assigned to each item in the artificial choice set
`nr.reps`	An integer number that tells the function how many simulation runs to use.
`timestep`	An integer number that provides the timestep-size that is used in the simulations (in ms).
`rtbinsize`	integer providing the binsize that reaction times will be sorted into
`nr.conditions`	integer that provides the number of unique trial conditions to be generated
`model.type`	A string that indicates which version of the model to run. 'standard' or 'memnoise' when memory effects shall be allowed.
`fixation.model`	A string that indicates which fixation model will be utilized for simulations. 'random' for random fixations (implemented) 'fixedpath' for following a predetermined fixation path with fixed durations (implemented).
`core.parameters`	Vector that provide parameters used to generate artificial data from drift diffusion process. (drift,theta,sd,non deicision time)

returns a list of three components. A 'data.table' that stores all unique choice set conditions. A 'data.table' that stores eyetracking.data adjusted to be usable for by trial fits. A 'data.table' that stores by trial choice data. An id variable links all three data.tables. addm_generate_artificial Returns artificial data that can be used for test addm model fits

Alexander Fengler, alexanderfengler@gmx.de

AlexanderFengler/addmtoolbox documentation built on May 5, 2019, 4:53 a.m.