Create list of data for Stan fitting

Usage

createStanDataForFitting(
  wins,
  losses = NULL,
  choices,
  numDecks,
  utility,
  updating,
  temperature,
  pars = NULL,
  reg = 1,
  scale = 0.01
)

Arguments

wins: Vector or wins
losses: Vector of losses
choices: Integer vector of deck choices
numDecks: Integer. Number of decks
utility: Name of utility function
updating: Name of updating function
temperature: Name of temperature function
pars: A named list of parameters. See details.
reg: Positive regularization parameter. A Beta(reg,reg) prior is placed over the range of each parameter, with larger values of reg giving a tighter concentration around the midpoint of the interval. Default value of 1 gives a uniform prior.
scale: Scaling factor for observed outcomes

Value

A list of data for stan

Details

Argument "pars" is a named list with fields:

"utility": A named list of parameter values. Names must correspond to the parameters of the utility function specified by argument "utility". Each parameter must be a vector of length 2, giving lower and upper bounds.
"updating": See above.
"temperature": See above.