calc_basic_stats_obs: Calculate Basic Mean, Standard Deviations, and Percentages...
In dRiftDM: Estimating (Time-Dependent) Drift Diffusion Models

calc_basic_stats_obs

R Documentation

Calculate Basic Mean, Standard Deviations, and Percentages for Observed and Predicted Data

Description

Backend functions to compute the mean response times, standard deviations of response times, and response proportions; for both observed RTs or the predicted probability density functions.

Usage

calc_basic_stats_obs(rts_u, rts_l, one_cond)

calc_basic_stats_pred(
  pdf_u,
  pdf_l,
  one_cond,
  t_vec,
  dt,
  skip_if_contr_low = NULL
)

Arguments

`rts_u`, `rts_l`	numeric, vectors of response times for the upper and lower boundaries.
`one_cond`	character, a label for the condition.
`pdf_u`, `pdf_l`	numeric, vectors of probability density values for the upper and lower boundaries.
`t_vec`	numeric vector, containing the time points corresponding to the probability density values.
`dt`	a single numeric, providing the step size in `t_vec`.
`skip_if_contr_low`	a single numeric, threshold below which probability densities are ignored (default is obtained from `drift_dm_skip_if_contr_low()`).

Details

For observed data, calculates mean RTs, standard deviations of RTs, and the proportion of upper responses.
The same statistics are calculated for the probability density values (via simple numerical integration)