Create PsPM-style convolution GLM design matrix

Usage

create_gazepoint_pspm_glm_design(
  events,
  time,
  time_col = NULL,
  onset_col = "onset_time_s",
  condition_col = "condition",
  duration_col = NULL,
  response = c("scr", "canonical", "boxcar"),
  response_length_s = 20,
  include_derivative = FALSE,
  add_intercept = TRUE
)

Arguments

events: Event table.
time: Numeric time vector or data frame containing time_col.
time_col: Time column if time is a data frame.
onset_col: Event onset column.
condition_col: Event condition column.
duration_col: Optional duration column.
response: Response kernel: scr, canonical, or boxcar.
response_length_s: Kernel length in seconds.
include_derivative: If TRUE, include temporal derivative regressors.
add_intercept: If TRUE, add intercept column.

Value

Design matrix as data frame.