Create hyperparameters

Create hyperparameters

chronofix_hyperparameters(
  prob_error_shape1 = 1,
  prob_error_shape2 = 1,
  gamma_shape_prior_shape = 1,
  gamma_shape_prior_rate = 1,
  gamma_mean_prior_shape = 1,
  gamma_mean_prior_scale = 1,
  log_normal_meanlog_prior_mean = 0,
  log_normal_meanlog_prior_precision = 1,
  log_normal_precisionlog_prior_shape = 1,
  log_normal_precisionlog_prior_rate = 1
)

Arguments

prob_error_shape1

The first shape parameter of the beta prior distribution for the probability of error

prob_error_shape2

The second shape parameter of the beta prior distribution for the probability of error

gamma_shape_prior_shape

The shape parameter of the gamma prior distribution for the shape parameter of a Gamma-distributed delay

gamma_shape_prior_rate

The rate parameter of the gamma prior distribution for the shape parameter of a gamma-distributed delay

gamma_mean_prior_shape

The shape parameter of the inverse-gamma prior distribution for the mean of a Gamma-distributed delay

gamma_mean_prior_scale

The scale parameter of the inverse-gamma prior distribution for the mean of a Gamma-distributed delay

log_normal_meanlog_prior_mean

The mean of the normal prior distribution for the mean on the log-scale of a log-normal-distributed delay

log_normal_meanlog_prior_precision

The precision of the normal prior distribution for the mean on the log-scale of a log-normal-distributed delay

log_normal_precisionlog_prior_shape

The shape parameter of the gamma prior distribution for the precision on the log-scale of a log-normal-distributed delay

log_normal_precisionlog_prior_rate

The rate parameter of the gamma prior distribution for the precision on the log-scale of a log-normal-distributed delay

Value

List of hyperparameters