I programmed to present two white rectangles for 500 ms / 30 frames and 50 ms / 3 frames and an audio file for 100 ms, and measured actual durations for these stimuli using the Black Box Toolkit. The programs were made using jsPsych and the psychophysics plugin. The presentation time for visual stimuli was specified in terms of milliseconds or frames. The audio file was pre-created to have a length of 100 ms.
The latest psychophysics plugin has Pixi mode in which visual stimuli are presented using PixiJS functionality. I compared Pixi mode and non Pixi mode.
The results showed that:
## [1] 497.75 498.00 498.00 498.00 498.00 498.25 498.00 498.00 498.00 498.00
## [11] 498.00 498.00 498.00 498.00 497.75 498.00 498.25 498.25 498.25 498.25
## [21] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.25
## [31] 498.00 498.00 498.25 498.00 497.75 498.00 497.75 498.00 497.75 497.75
## [41] 497.75 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [51] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [61] 498.00 498.25 498.00 498.00 498.00 498.00 498.25 498.00 498.00 498.00
## [71] 498.00 498.00 498.00 498.25 498.00 498.00 498.00 497.75 498.00 498.00
## [81] 498.00 498.00 498.00 498.00 498.00 498.25 498.25 497.75 497.75 498.00
## [91] 497.75 498.00 498.00 498.00 498.25 497.75 498.00 498.00 498.00 498.00
## [1] 498.00 498.00 498.25 498.25 498.00 498.00 498.00 497.75 498.00 498.00
## [11] 498.00 498.00 497.75 498.00 498.00 497.75 497.75 498.00 498.00 498.00
## [21] 498.00 498.25 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [31] 498.00 498.00 497.75 498.00 497.75 498.00 498.00 498.00 498.00 498.00
## [41] 498.00 498.00 498.00 497.75 498.00 498.00 498.00 498.00 498.00 498.00
## [51] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 497.75 498.00 498.25
## [61] 498.25 498.00 498.00 498.00 498.25 498.00 498.00 498.00 498.00 497.75
## [71] 514.50 498.00 497.75 498.00 498.00 498.00 498.25 498.00 498.00 497.75
## [81] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.25 498.00
## [91] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [1] 498.00 498.00 498.00 497.75 497.75 498.00 498.00 514.75 498.00 498.00
## [11] 498.00 498.00 498.25 497.75 498.00 498.00 498.00 497.75 498.00 498.00
## [21] 498.00 498.00 498.00 498.00 498.00 514.75 514.75 514.75 514.75 514.50
## [31] 497.75 497.75 498.00 498.00 514.50 514.50 498.00 514.50 498.00 498.00
## [41] 498.00 498.00 514.75 498.00 514.75 498.00 498.00 514.50 498.00 498.00
## [51] 498.00 514.75 498.00 514.50 514.75 514.75 514.75 514.75 498.00 498.00
## [61] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.25 498.00 498.00
## [71] 498.00 498.00 498.00 498.00 498.00 498.25 498.00 498.00 498.00 498.00
## [81] 498.00 498.00 498.00 514.75 498.00 498.25 498.00 498.25 498.25 498.00
## [91] 498.25 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [1] 514.50 498.00 498.00 498.00 498.25 498.00 498.25 498.00 498.25 498.00
## [11] 498.25 514.75 498.25 498.25 498.25 498.25 498.25 498.25 498.25 498.00
## [21] 498.25 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.25
## [31] 498.00 498.00 498.00 498.00 498.25 498.25 498.00 514.75 498.00 498.00
## [41] 498.00 497.75 498.00 498.00 498.00 498.25 498.00 498.00 498.00 498.00
## [51] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [61] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [71] 498.00 514.75 498.00 498.00 498.00 498.00 514.75 498.00 498.00 498.00
## [81] 498.00 498.00 498.00 514.75 497.75 498.00 498.00 498.00 498.00 514.50
## [91] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [1] 497.75 498.00 498.00 498.00 498.00 498.00 497.75 498.00 498.00 498.00
## [11] 497.75 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [21] 497.75 498.00 498.00 498.00 498.00 514.50 498.00 498.00 498.00 498.00
## [31] 498.00 497.75 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [41] 498.00 497.75 497.75 497.75 498.00 498.00 498.00 497.75 497.75 498.00
## [51] 498.00 498.00 498.00 497.75 497.75 498.00 498.00 498.00 498.00 498.00
## [61] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 514.75 497.75 498.00
## [71] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 497.75 498.00
## [81] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [91] 498.00 514.50 498.00 498.00 498.00 498.00 498.00 498.25 498.00 498.00
## [1] 498.00 531.50 498.00 498.00 498.00 497.75 498.00 498.00 498.00 497.75
## [11] 498.00 498.00 498.00 497.75 498.00 498.00 498.00 498.25 498.25 498.00
## [21] 514.75 498.00 498.00 514.75 497.75 498.00 514.75 498.25 498.00 498.25
## [31] 498.00 498.00 498.00 498.00 514.50 497.75 497.75 498.00 498.00 497.75
## [41] 498.00 498.00 498.00 498.25 498.00 498.00 497.75 498.00 498.00 498.00
## [51] 498.25 514.50 498.25 498.00 498.00 498.00 497.75 498.00 498.00 498.00
## [61] 498.00 531.25 498.00 498.00 498.25 498.00 498.00 498.00 498.25 548.00
## [71] 498.00 498.25 498.00 514.75 498.00 498.25 498.25 498.00 498.00 548.25
## [81] 514.50 448.25 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [91] 498.00 498.00 498.00 498.00 498.25 498.00 514.75 498.00 498.00 498.00
## [1] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 497.75 498.00 498.00
## [11] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [21] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 497.75
## [31] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 497.75 498.00
## [41] 498.00 498.00 498.00 497.75 498.00 498.00 498.00 498.00 498.00 498.00
## [51] 498.00 497.75 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [61] 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00
## [71] 498.25 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.00 498.25
## [81] 498.00 498.00 497.75 497.75 498.00 498.00 497.75 498.00 498.00 498.00
## [91] 498.00 498.00 498.00 498.00 481.50 498.25 498.25 498.00 498.00 498.25
## [1] 448.00 414.75 414.75 398.00 398.25 415.00 414.75 431.50 415.00 414.75
## [11] 414.50 414.50 414.75 414.75 414.75 414.75 414.75 414.75 414.75 414.75
## [21] 414.75 414.75 448.00 431.25 414.75 414.75 448.00 414.75 398.00 414.75
## [31] 414.75 381.25 414.75 414.75 398.00 448.00 414.50 414.75 414.75 414.75
## [41] 414.75 381.50 414.75 414.75 398.00 414.50 414.50 414.50 414.75 447.75
## [51] 414.75 414.50 414.75 414.75 431.25 414.50 414.75 398.00 414.75 414.50
## [61] 414.75 414.75 414.50 398.00 414.75 414.75 398.00 414.75 514.75 398.00
## [71] 398.00 398.00 414.75 448.00 448.00 448.00 431.50 414.75 414.75 414.75
## [81] 414.75 414.75 431.50 414.75 414.75 414.75 431.25 398.25 414.75 414.75
## [91] 431.75 448.00 398.00 381.50 414.75 414.50 415.00 414.75 414.75 414.75
## [1] 498.00 498.00 498.00 498.00 497.75 497.75 497.75 497.75 497.75 497.75
## [11] 498.00 498.00 497.75 498.00 498.00 497.50 497.75 498.00 498.00 498.00
## [21] 497.75 497.75 497.75 498.00 497.75 498.00 498.00 498.00 497.75 498.00
## [31] 497.75 497.75 497.75 497.75 498.00 498.00 498.00 498.00 497.75 497.75
## [41] 497.75 497.75 497.75 497.75 497.75 497.75 497.75 498.00 498.00 498.00
## [51] 498.25 498.00 498.00 498.00 498.00 497.75 498.00 498.00 498.00 498.00
## [61] 498.00 497.75 497.75 497.50 498.00 497.75 497.75 497.75 497.75 497.75
## [71] 497.75 497.75 497.75 498.00 498.00 498.00 498.00 498.00 498.00 497.75
## [81] 498.00 498.00 497.75 497.75 497.75 498.00 497.75 497.75 497.75 497.75
## [91] 497.75 497.75 497.75 497.75 498.00 497.75 497.75 497.75 498.00 497.75
## [1] 498.00 498.00 498.00 498.00 497.75 497.75 497.75 498.00 497.75 497.75
## [11] 497.75 497.75 497.75 497.75 497.75 498.00 497.75 498.00 497.75 498.00
## [21] 497.75 497.75 514.50 497.75 498.00 497.75 498.00 497.75 497.75 497.75
## [31] 497.75 497.75 498.00 497.75 497.75 497.75 497.75 498.00 497.75 497.75
## [41] 498.00 497.75 498.00 497.75 498.25 497.75 498.00 498.00 497.75 497.75
## [51] 497.75 497.75 497.75 497.75 514.50 497.75 498.00 497.75 498.00 497.75
## [61] 497.75 497.75 497.75 497.75 498.00 497.75 498.00 498.00 498.00 498.00
## [71] 498.00 497.75 498.00 498.00 497.75 498.00 497.75 497.75 498.00 497.75
## [81] 498.00 497.75 497.75 498.00 498.00 497.75 497.75 497.75 498.00 498.00
## [91] 498.00 497.75 497.75 497.75 497.75 497.75 498.00 498.00 498.00 497.75
## [1] 514.50 497.75 498.00 497.75 514.50 497.75 497.75 497.75 497.75 497.75
## [11] 497.75 497.75 498.00 498.00 498.00 514.50 497.75 497.75 497.75 514.50
## [21] 497.75 497.75 497.75 497.75 497.75 497.75 498.00 497.75 514.50 497.75
## [31] 497.75 514.25 497.75 497.75 497.75 497.75 514.50 497.75 497.75 514.50
## [41] 497.75 514.50 497.75 498.00 497.75 497.75 497.75 497.75 497.75 514.75
## [51] 498.00 514.50 498.00 498.00 498.00 514.50 514.75 497.75 514.75 497.75
## [61] 498.00 498.00 514.75 514.75 514.50 497.75 514.25 497.75 514.25 497.75
## [71] 498.00 497.75 498.00 514.50 514.50 514.50 497.75 514.50 498.00 497.75
## [81] 514.50 498.00 514.50 497.75 514.50 497.75 514.25 514.50 514.50 497.75
## [91] 514.50 497.75 498.00 498.00 498.00 514.50 498.25 497.75 514.25 497.75
## [1] 497.75 514.50 498.00 497.75 498.00 498.00 498.00 498.00 497.75 497.75
## [11] 498.00 498.00 498.00 497.75 497.75 497.75 498.25 497.75 497.75 497.75
## [21] 497.75 497.75 497.75 497.75 497.75 498.00 514.25 497.75 497.75 497.75
## [31] 497.75 497.75 497.50 497.75 497.75 497.75 464.50 498.00 498.00 498.00
## [41] 498.00 498.00 497.75 497.75 497.75 497.75 498.00 497.75 498.00 497.75
## [51] 497.75 498.00 514.50 497.75 497.75 498.00 497.75 497.75 514.50 497.75
## [61] 497.75 498.00 497.75 498.00 497.75 498.00 497.75 497.75 514.50 497.75
## [71] 497.75 497.75 514.50 498.00 514.50 497.75 514.50 497.75 497.75 498.00
## [81] 497.75 481.25 497.75 498.00 497.75 497.75 497.75 514.50 497.75 498.00
## [91] 497.75 497.75 497.75 497.75 497.75 497.75 498.00 497.75 481.00 497.75
## [1] 47.25 47.50 47.50 47.50 47.50 47.25 47.25 47.25 47.50 47.50 47.50 47.50
## [13] 47.25 47.25 47.50 47.50 47.25 47.50 47.50 47.25 47.25 47.50 47.25 47.50
## [25] 47.50 47.50 47.75 47.50 47.25 47.50 47.50 47.25 47.25 47.50 47.50 47.50
## [37] 47.50 47.25 47.25 47.25 47.50 47.25 47.25 47.50 47.25 47.25 47.25 47.50
## [49] 47.50 47.25 47.50 47.25 47.25 47.25 47.25 47.50 47.50 47.25 47.50 47.50
## [61] 47.75 47.25 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.50 47.50
## [73] 47.50 47.50 47.50 47.25 47.25 47.25 47.50 47.75 47.50 47.50 47.50 47.50
## [85] 47.00 47.25 47.50 47.25 47.50 47.25 47.50 47.50 47.50 47.50 47.50 47.50
## [97] 47.50 47.50 47.25 47.50
## [1] 47.25 47.50 47.25 47.25 47.50 47.25 47.25 47.25 47.25 47.25 47.50 47.50
## [13] 47.50 47.25 47.25 47.25 47.50 47.25 47.25 47.25 47.50 47.50 47.25 47.50
## [25] 47.50 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.25 47.50 47.50
## [37] 47.50 47.50 47.50 47.00 47.25 47.50 47.25 47.50 47.25 47.50 47.50 47.50
## [49] 47.50 47.50 47.75 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.25
## [61] 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.50
## [73] 47.50 47.25 47.50 47.50 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.50
## [85] 47.50 47.50 47.75 47.25 47.50 47.50 47.50 47.75 47.50 47.50 47.25 47.50
## [97] 47.50 47.25 47.50 47.50
## [1] 47.25 47.50 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.25
## [13] 47.75 47.75 47.50 47.50 47.50 47.50 47.50 47.50 47.50 47.50 64.00 47.75
## [25] 47.75 64.25 63.75 63.75 63.75 47.25 47.25 47.25 47.50 64.00 64.00 64.00
## [37] 47.50 47.25 47.25 47.50 47.50 47.25 47.50 47.50 47.25 47.25 47.50 47.50
## [49] 47.25 64.25 47.50 47.25 47.50 64.25 47.50 64.00 47.50 64.00 47.50 47.25
## [61] 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.50 47.50 47.75 47.50
## [73] 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.50 47.25 47.25 64.00
## [85] 47.50 47.50 47.50 47.25 47.25 47.50 47.25 47.25 47.25 47.25 47.50 47.50
## [97] 47.50 47.50 64.00 47.25
## [1] 47.50 47.50 47.50 47.50 47.25 47.25 47.25 47.50 47.25 47.25 47.50 47.50
## [13] 30.50 47.50 47.25 47.25 47.25 47.50 47.50 47.25 47.50 47.50 47.50 47.50
## [25] 47.25 30.75 47.50 47.50 47.25 47.25 30.75 30.50 47.50 47.50 47.50 47.25
## [37] 47.50 47.50 47.50 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.50 47.50
## [49] 47.50 47.25 47.50 47.50 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.25
## [61] 47.50 47.50 47.50 47.50 47.25 47.50 47.25 47.25 47.50 47.50 47.50 47.50
## [73] 47.50 47.50 47.50 47.50 64.25 47.50 47.50 47.50 47.50 47.50 47.25 47.50
## [85] 47.50 47.50 47.75 47.50 47.50 30.75 47.50 47.25 47.50 47.50 47.50 47.50
## [97] 47.50 47.50 47.50 47.50
Note that there are NAs.
sum(is.na(firefox_non_pixi_frames$Opto.1.Duration))
## [1] 8
## [1] 47.25 47.50 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.75 47.50
## [13] 47.50 47.25 47.25 47.25 47.25 47.25 47.25 47.25 47.50 47.50 47.50 47.25
## [25] 47.50 64.25 47.50 47.50 47.25 47.50 47.50 47.50 47.50 47.25 47.50 47.50
## [37] 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.50 47.25 47.25 47.50 47.50
## [49] 47.50 47.50 47.25 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.25 64.00
## [61] 47.50 47.50 47.50 47.25 47.50 47.50 47.25 47.25 47.25 47.50 47.50 47.25
## [73] 47.50 47.50 47.50 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.25 64.00
## [85] 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.25 NA NA NA NA
## [97] NA NA NA NA
## [1] 47.25 47.50 47.25 47.50 47.25 47.50 47.25 47.25 47.25 47.25 47.25 47.25
## [13] 47.50 47.50 47.50 47.25 47.50 47.50 47.75 47.50 47.25 47.25 47.50 47.50
## [25] 47.50 47.25 47.50 47.50 47.50 47.75 47.25 47.50 47.50 47.25 47.50 64.25
## [37] 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.50 47.25 47.25 47.50 47.50
## [49] 47.50 47.50 47.50 64.25 47.50 47.75 47.50 47.25 47.50 47.25 47.50 47.50
## [61] 47.25 47.25 47.50 47.50 47.25 47.50 47.50 47.25 47.25 47.50 47.50 47.25
## [73] 47.50 47.50 47.50 47.50 47.25 47.50 47.50 47.25 47.25 47.25 47.25 47.25
## [85] 47.25 47.50 47.25 47.25 47.50 47.25 47.25 47.25 47.50 47.50 47.25 47.25
## [97] 47.25 47.25 47.50 47.50
## [1] 47.25 47.25 47.25 47.25 47.25 47.50 47.25 47.50 47.25 47.25 47.25 47.25
## [13] 47.50 47.50 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.50 47.50 47.50
## [25] 47.50 47.50 47.50 47.50 47.75 47.50 47.50 47.50 47.75 47.50 47.50 47.50
## [37] 47.50 47.50 47.50 47.50 47.50 47.50 47.75 47.50 47.25 47.25 47.25 47.50
## [49] 47.25 47.25 47.25 47.50 47.25 47.50 47.50 47.25 47.25 47.50 47.25 47.50
## [61] 47.25 47.25 47.25 47.50 47.50 47.50 47.50 47.50 47.25 47.50 47.25 47.25
## [73] 47.25 47.25 47.50 47.25 47.25 47.25 47.50 47.50 47.50 47.50 47.25 47.50
## [85] 47.50 47.50 47.50 47.25 47.25 47.25 47.25 47.25 47.50 47.50 47.25 47.25
## [97] 47.50 47.50 47.50 47.50
Note that there are NAs.
sum(is.na(firefox_pixi_ms$Opto.1.Duration))
## [1] 86
## [1] 13.25 13.25 13.50 13.25 13.25 13.25 13.25 13.25 13.25 47.25 13.25 13.25
## [13] 13.25 13.00 NA NA NA NA NA NA NA NA NA NA
## [25] NA NA NA NA NA NA NA NA NA NA NA NA
## [37] NA NA NA NA NA NA NA NA NA NA NA NA
## [49] NA NA NA NA NA NA NA NA NA NA NA NA
## [61] NA NA NA NA NA NA NA NA NA NA NA NA
## [73] NA NA NA NA NA NA NA NA NA NA NA NA
## [85] NA NA NA NA NA NA NA NA NA NA NA NA
## [97] NA NA NA NA
## [1] 48.50 48.50 48.50 48.50 48.75 48.50 48.50 48.75 48.50 48.75 48.25 48.25
## [13] 48.50 48.50 48.50 48.50 48.50 48.50 48.50 48.50 48.75 48.50 48.25 48.50
## [25] 48.50 48.50 48.50 48.25 48.50 48.50 48.50 48.50 48.50 48.50 48.75 48.75
## [37] 48.75 48.50 48.50 48.50 48.50 48.50 48.75 48.50 48.50 48.50 48.25 48.50
## [49] 48.50 48.50 48.50 48.25 48.50 48.50 48.50 48.50 48.75 48.75 48.50 48.75
## [61] 48.75 48.75 48.50 48.75 48.25 48.50 48.75 48.75 48.75 48.75 48.75 48.25
## [73] 48.50 48.75 48.75 48.75 48.75 48.75 48.75 48.75 48.75 48.75 48.50 48.50
## [85] 48.50 48.75 48.75 48.50 48.75 48.50 48.75 48.75 48.75 48.50 48.75 48.50
## [97] 48.50 48.50 48.50 48.50
## [1] 48.50 48.25 48.50 48.50 48.50 48.75 48.50 48.50 48.50 48.50 48.50 48.50
## [13] 48.50 48.50 48.50 48.75 48.50 48.25 48.50 48.50 48.50 48.50 48.50 48.50
## [25] 48.50 48.75 48.25 48.50 48.50 48.50 48.50 48.50 48.50 48.50 48.50 48.50
## [37] 48.50 48.50 48.75 48.50 48.50 48.50 48.75 48.50 48.25 48.50 48.50 48.50
## [49] 48.50 48.50 48.75 48.75 48.75 48.75 48.75 48.50 48.75 48.50 48.25 48.50
## [61] 48.25 48.50 48.50 48.25 48.25 48.25 48.50 48.25 48.25 48.50 48.25 48.25
## [73] 48.25 48.25 48.50 48.25 48.50 48.50 48.25 48.25 48.50 48.25 48.25 48.25
## [85] 48.25 48.25 48.50 48.25 48.25 48.25 48.25 48.25 48.25 48.50 48.25 48.25
## [97] 48.25 48.00 48.25 48.25
## [1] 48.50 48.50 48.50 48.50 65.00 48.25 48.25 65.25 48.75 65.25 48.50 48.75
## [13] 48.50 48.75 48.25 31.75 48.50 48.50 48.25 31.50 48.50 48.50 48.25 48.50
## [25] 48.50 48.50 48.25 48.25 65.00 48.50 48.25 48.50 65.00 48.25 48.50 48.25
## [37] 48.25 48.50 48.25 48.25 48.50 48.25 48.25 48.50 48.25 48.50 65.00 48.50
## [49] 48.25 48.25 48.50 65.00 48.25 48.25 48.25 48.25 48.25 48.25 65.00 48.50
## [61] 48.25 48.25 48.25 48.50 48.25 48.25 64.75 48.25 48.25 48.50 48.25 48.25
## [73] 48.25 48.50 48.25 65.25 48.50 48.25 48.50 48.25 64.75 48.25 65.00 48.25
## [85] 48.25 48.50 48.50 48.25 65.00 48.25 64.75 48.25 48.25 48.25 48.25 48.25
## [97] 48.25 48.00 65.00 48.25
## [1] 48.50 48.75 48.50 48.50 48.25 31.75 48.25 48.50 48.50 48.50 48.25 48.00
## [13] 48.25 48.25 48.25 48.25 48.25 48.00 48.25 48.25 48.25 48.25 48.25 48.25
## [25] 48.25 48.25 48.25 48.50 48.00 48.00 48.25 48.25 48.00 48.00 48.25 31.50
## [37] 31.25 48.25 48.25 31.25 48.00 31.50 31.25 48.25 31.50 48.25 48.25 48.25
## [49] 48.25 48.00 48.00 48.25 48.00 48.25 48.25 48.25 48.00 48.00 48.25 48.00
## [61] 48.25 48.25 48.50 48.25 48.25 48.25 48.25 48.00 48.00 48.25 31.25 48.25
## [73] 31.25 48.00 48.25 48.00 64.75 48.00 48.25 48.25 48.25 48.25 48.00 48.25
## [85] 31.25 48.25 48.00 31.25 48.00 48.25 48.00 48.25 48.00 48.25 48.00 48.00
## [97] 31.50 48.00 48.25 48.25
For audio stimuli, the analysis is independent of Pixi mode and how to specify the time (milliseconds/frames), so these conditions are analyzed together. In other words, the histogram is based on 400 trials.
## [1] 56.50 56.50 56.50 56.50 56.50 56.75 56.50 56.50 56.50 56.50 56.50 56.50
## [13] 56.50 56.50 56.25 56.50 56.75 56.50 56.50 56.75 56.75 56.50 56.50 56.50
## [25] 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.75 56.50 56.25 56.50
## [37] 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [49] 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.50
## [61] 56.25 56.75 56.50 56.50 56.50 56.50 56.50 56.75 56.50 56.50 56.50 56.50
## [73] 56.50 56.50 56.50 56.75 56.50 56.50 56.50 56.25 56.50 56.25 56.50 56.50
## [85] 56.75 56.75 56.50 56.50 56.25 56.50 56.25 56.50 56.50 56.50 56.50 56.25
## [97] 56.50 56.50 56.75 56.50
## [1] 56.50 56.25 56.75 56.75 56.50 56.75 56.50 56.50 56.50 56.50 56.50 56.25
## [13] 56.50 56.50 56.75 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.75 56.50
## [25] 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.25 56.50 56.25 56.50
## [37] 56.50 56.50 56.50 56.75 56.75 56.50 56.50 56.25 56.50 56.50 56.25 56.50
## [49] 56.25 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.75
## [61] 56.75 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.25 56.25 56.50
## [73] 56.25 56.50 56.50 56.50 56.75 56.50 56.50 56.25 56.50 56.25 56.50 56.50
## [85] 56.50 56.25 56.50 56.50 56.50 56.25 56.50 56.25 56.50 56.50 56.75 56.25
## [97] 56.50 56.50 56.50 56.50
## [1] 56.50 56.50 56.50 56.25 56.25 56.50 56.50 73.25 56.25 56.50 56.25 56.50
## [13] 56.50 56.25 56.50 56.25 56.25 56.25 56.50 56.50 56.50 56.50 39.75 56.25
## [25] 56.25 56.50 56.75 56.75 56.75 56.50 56.50 56.25 56.50 39.75 56.25 56.25
## [37] 56.50 73.00 56.50 56.50 56.50 56.50 56.50 56.50 73.25 56.50 56.50 56.25
## [49] 56.50 39.75 56.50 73.25 56.50 56.25 73.25 56.50 73.00 56.50 56.25 56.50
## [61] 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.25 56.50
## [73] 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [85] 56.50 56.50 56.50 56.75 56.75 56.50 56.50 56.50 56.50 56.75 56.50 56.50
## [97] 56.50 56.50 40.00 56.50
## [1] 56.50 56.50 56.50 56.50 56.75 56.50 56.75 56.50 56.75 56.50 56.50 56.50
## [13] 56.75 56.50 56.75 56.75 56.75 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [25] 56.50 56.50 56.50 56.50 56.50 56.75 56.50 56.75 56.50 56.50 56.50 56.75
## [37] 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50
## [49] 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50
## [61] 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [73] 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [85] 56.25 56.50 56.50 56.25 56.50 73.00 56.50 56.50 56.50 56.25 56.50 56.50
## [97] 56.50 56.50 56.50 56.50
The histogram could not be created because some visual stimuli of which duration was 50 ms / 3 frames were not properly displayed
No histgram.
## [1] 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.75 56.25 56.50 56.50
## [13] 56.50 56.25 56.50 56.50 56.25 56.50 56.50 56.50 56.75 56.50 56.25 56.50
## [25] 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.75 56.25 56.25
## [37] 56.25 56.25 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.50
## [49] 56.50 73.25 56.50 56.25 56.50 56.25 56.50 56.75 56.25 56.50 56.50 56.25
## [61] 56.50 56.50 56.50 56.50 56.75 56.25 56.50 56.50 56.75 56.50 56.50 56.75
## [73] 56.50 56.50 56.50 56.50 56.75 56.50 56.50 56.75 56.50 56.75 56.50 56.50
## [85] 56.75 56.50 56.50 56.75 56.50 56.75 56.50 56.50 56.50 56.50 56.75 56.50
## [97] 56.75 56.75 56.50 56.50
## [1] 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50
## [13] 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50
## [25] 56.50 56.50 56.50 56.50 56.25 56.25 56.50 56.50 56.50 56.25 56.25 56.50
## [37] 56.50 56.25 56.25 56.25 56.50 56.25 56.25 56.25 56.50 56.75 56.75 56.50
## [49] 56.50 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.25 56.50 56.50
## [61] 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.50 56.75 56.50 56.50 56.50
## [73] 56.75 56.75 56.50 56.50 56.75 56.50 56.50 56.75 56.50 56.50 56.50 56.25
## [85] 56.50 56.50 56.25 56.50 56.50 56.50 56.50 56.50 56.50 56.50 40.00 56.75
## [97] 56.50 56.50 56.50 56.75
The histogram could not be created because some visual stimuli of which duration was 50 ms / 3 frames were not properly displayed
No histgram.
## [1] 55.75 55.75 55.75 55.75 55.50 55.75 55.75 55.75 55.75 55.50 56.00 56.00
## [13] 55.75 55.75 55.75 55.50 55.50 55.75 55.75 55.75 55.50 55.75 55.75 55.75
## [25] 55.75 55.75 55.75 56.00 55.75 56.00 55.50 55.75 55.75 55.75 55.75 55.75
## [37] 55.75 55.75 55.75 55.75 55.75 55.75 55.50 55.75 55.75 55.75 55.75 55.75
## [49] 56.00 56.00 56.00 56.00 55.75 56.00 55.75 55.75 55.75 55.75 55.75 55.75
## [61] 55.75 55.75 55.75 55.50 56.00 55.75 55.50 55.50 55.50 55.50 55.50 55.75
## [73] 55.50 55.75 55.75 55.75 55.75 55.75 55.75 55.50 55.75 55.75 55.75 55.75
## [85] 55.75 55.75 55.50 55.75 55.50 55.75 55.50 55.50 55.50 55.75 55.75 55.75
## [97] 55.75 55.75 55.75 55.75
## [1] 55.75 56.00 55.75 55.75 55.75 55.50 55.75 55.75 55.75 55.75 55.75 55.75
## [13] 55.50 55.75 55.75 55.75 55.75 56.00 55.75 55.75 55.75 55.75 55.75 55.75
## [25] 55.75 55.50 56.00 55.75 55.75 55.75 55.75 55.75 55.75 55.75 55.75 55.75
## [37] 55.75 55.75 55.50 55.75 55.75 55.75 55.75 55.75 56.00 55.75 55.75 56.00
## [49] 55.75 55.75 55.50 55.50 55.50 55.50 55.75 55.75 55.50 55.75 56.00 55.75
## [61] 55.75 55.75 55.50 55.75 56.00 55.75 55.75 55.75 56.00 55.75 56.00 55.75
## [73] 56.00 56.00 55.75 56.00 55.75 55.75 56.00 55.75 55.75 55.75 56.00 56.00
## [85] 56.00 55.75 55.75 55.75 56.00 56.00 56.00 55.75 55.75 55.75 55.75 56.00
## [97] 56.00 56.00 56.00 55.75
## [1] 72.50 55.75 55.75 55.75 55.75 55.75 55.75 39.00 55.50 39.00 55.75 39.00
## [13] 55.75 55.50 56.00 72.50 55.75 55.75 55.75 72.50 55.75 55.75 55.75 55.75
## [25] 55.50 55.50 56.00 55.75 55.75 55.75 55.75 72.25 39.25 55.75 55.75 55.75
## [37] 72.50 55.75 55.75 72.50 55.75 56.00 55.75 55.75 55.75 55.75 39.00 55.75
## [49] 55.75 72.75 55.75 55.75 56.00 56.00 56.00 72.50 72.50 55.75 56.00 55.75
## [61] 56.00 56.00 72.75 56.00 72.50 39.00 55.75 55.75 55.75 55.75 56.00 55.75
## [73] 56.00 72.50 72.50 55.75 55.75 56.00 55.75 56.00 56.00 39.25 55.75 55.75
## [85] 72.50 55.75 72.25 72.50 55.75 55.75 56.00 55.75 56.00 56.00 56.00 72.50
## [97] 39.50 56.00 55.75 56.00
## [1] 39.00 72.25 39.25 55.75 56.00 55.75 56.00 56.00 55.75 55.75 55.75 56.00
## [13] 56.00 56.00 55.75 55.75 56.25 56.00 55.75 55.75 56.00 56.00 55.75 55.75
## [25] 55.75 56.00 72.25 55.50 56.00 56.00 55.75 55.75 55.75 56.00 55.75 55.75
## [37] 39.25 56.00 56.00 56.25 56.00 56.00 56.00 55.75 56.00 55.75 56.00 56.00
## [49] 56.00 56.00 56.00 56.00 56.00 55.75 55.75 56.00 56.00 56.00 56.00 56.00
## [61] 55.75 56.00 55.75 56.00 55.75 56.00 55.75 56.00 56.00 56.00 56.00 55.75
## [73] 72.50 56.00 56.00 39.25 56.00 56.00 56.00 56.00 55.75 55.75 56.00 56.00
## [85] 56.00 55.75 56.00 72.50 56.00 39.25 56.00 55.75 56.00 55.75 56.00 56.00
## [97] 56.00 56.00 55.75 56.00
## [1] 32.75 38.00 30.25 31.00 36.75 39.25 32.00 35.00 40.50 32.50
## [11] 0.25 5.50 0.50 3.00 8.75 0.75 1.50 7.00 1.75 2.75
## [21] 5.25 0.25 1.00 4.00 -1.50 4.00 7.00 1.50 4.50 -0.75
## [31] 6.75 1.50 2.25 5.00 0.00 5.25 8.25 2.75 5.75 0.75
## [41] 6.00 2.75 5.50 0.50 1.25 -2.00 -1.25 4.25 7.00 7.75
## [51] 2.50 8.00 0.00 5.75 0.50 1.25 4.00 -1.00 1.75 17.75
## [61] 20.25 15.25 18.00 23.50 18.50 21.25 -0.75 2.25 7.50 2.50
## [71] 5.25 0.00 0.75 8.25 9.00 4.00 6.50 1.75 4.25 -1.25
## [81] 0.00 5.50 8.25 -13.75 -16.75 -11.50 -8.50 -14.00 -11.25 -10.25
## [91] -15.50 -14.75 -9.25 -17.25 -16.50 -10.75 2.75 8.00 0.25 5.75
## [1] 0.50 2.00 -11.00 -13.50 5.50 3.00 2.75 8.75 1.50 5.75
## [11] 3.25 0.75 -62.25 -64.75 -67.25 -77.50 -57.50 -60.00 -58.25 -59.00
## [21] -63.25 -76.75 -60.25 -58.75 -61.25 -65.75 -66.25 -46.00 -67.25 -59.00
## [31] -60.25 -80.75 -60.50 -62.75 -63.50 -57.25 -64.50 -61.00 -63.50 -61.00
## [41] -59.75 -62.00 -64.75 -61.00 -63.50 -43.25 -62.50 -59.00 -63.50 -62.00
## [51] -64.50 -60.75 -68.00 -59.75 -64.00 -42.25 -63.25 -60.00 -63.00 -65.25
## [61] -61.25 -82.50 -16.25 -64.75 -67.25 -63.50 -57.25 -59.75 -67.00 -59.00
## [71] -82.75 -59.75 -61.00 -65.50 -57.25 -64.25 -61.00 -58.75 -61.25 -68.50
## [81] -62.25 -58.50 -65.75 -68.25 -60.25 -58.50 -65.75 -57.50 -62.00 -58.50
## [91] -65.75 -68.25 -60.00 -45.75 -59.00 -63.25 -60.00 -57.50 -58.75 -61.25
## [1] 25.00 5.50 6.25 1.25 3.75 -1.25 -0.50 5.00 7.75 2.75
## [11] 5.25 0.25 5.50 6.25 -1.25 4.00 4.75 -0.25 2.25 3.00
## [21] 0.00 0.75 6.25 7.75 8.50 0.75 6.00 1.00 3.50 4.25
## [31] 10.00 2.00 7.50 4.50 3.00 5.75 0.25 3.50 2.25 5.00
## [41] -16.75 -15.25 -8.00 -7.25 -12.25 -15.50 -14.75 -13.75 -17.00 -10.25
## [51] -10.75 -14.00 -13.00 -10.50 -15.75 -10.25 -14.00 -17.25 -11.75 -9.00
## [61] -16.00 -13.50 -16.75 -9.25 -8.25 -15.50 -12.75 -12.00 -15.00 -14.25
## [71] -8.75 -8.00 -13.25 -16.50 -9.00 -14.00 -11.50 -10.75 -16.00 -15.00
## [81] -7.50 -17.25 -12.00 -9.25 -14.50 -11.50 -10.75 0.75 -2.50 -1.75
## [91] 5.75 6.75 1.25 6.75 -1.25 6.25 1.25 2.00 7.50 -0.50
## [1] -12.00 2.00 8.25 5.75 -18.00 2.00 6.25 3.75 -15.25 7.50
## [11] -16.25 8.50 8.00 -1.00 -15.75 -7.50 2.25 5.75 -8.50 -16.00
## [21] 3.00 6.50 -2.00 1.50 -1.00 2.50 0.00 6.25 5.75 3.25
## [31] -15.75 4.50 2.00 4.25 7.75 3.25 0.25 6.25 -14.75 5.25
## [41] -1.00 6.75 -29.00 0.00 5.50 -13.50 5.25 5.00 0.50 8.50
## [51] 1.50 9.50 0.50 8.75 -2.50 -0.50 1.25 -10.00 4.25 0.50
## [61] -12.50 7.50 5.00 0.50 -10.50 1.75 1.25 -18.00 -28.50 8.50
## [71] 0.00 -0.50 7.75 5.25 2.75 -16.25 3.75 6.00 -13.00 -15.50
## [81] 0.50 3.00 0.50 -12.75 -15.25 1.00 -7.50 -10.00 9.00 6.50
## [91] -6.75 0.75 -7.75 2.00 -0.50 1.50 7.00 8.75 6.25
## [1] 10.75 7.25 13.00 7.50 10.25 5.00 8.00 13.25 10.25 5.00 7.75 13.25
## [13] 14.25 8.75 11.75 8.50 14.00 8.75 11.50 8.25 14.00 8.50 11.25 6.25
## [25] 8.75 8.50 11.25 16.50 8.75 3.75 9.25 6.00 6.75 9.75 9.00 11.75
## [37] 6.75 9.50 4.00 9.75 12.50 7.25 10.25 9.50 12.50 7.00 8.00 10.75
## [49] 10.25 13.00 7.75 8.50 11.50 10.75 13.75 8.25 11.25 6.25 11.50 8.25
## [61] 11.00 6.00 11.50 8.25 11.00 6.00 11.25 3.25 8.75 11.50 11.00 3.50
## [73] 8.75 11.50 6.25 12.00 4.00 9.50 12.25 7.00 8.50 9.25 12.25 6.75
## [85] 3.75 9.00 12.00 11.50 12.25 9.00 11.75 6.75 12.00 13.00 9.50 12.50
## [97] 7.25 12.75 9.50 12.25
## [1] -74.00 -56.00 -86.25 -86.75 -83.50 -86.50 -89.50 -90.25 -87.25
## [10] -35.75 -89.00 -87.75 -79.75 -89.25 -103.25 -103.75 -90.00 -80.75
## [19] -81.25 -84.25 -83.00 -86.00 -89.25 -81.75 -84.75 -85.50 -69.75
## [28] -52.00 -61.00 -82.75 -81.25 -99.00 -104.50 -103.00 -56.25 -82.00
## [37] -107.75 -83.75 -86.50 -85.50 -88.50 -86.75 -106.75 -51.50 -82.00
## [46] -107.75 -89.50 -98.75 -102.00 -83.75 -89.00 -81.50 -84.75 -88.00
## [55] -69.75 -81.00 -84.00 -87.25 -85.75 -84.25 -80.75 -84.00 -104.00
## [64] -81.50 -51.75 -88.00 -88.50 -81.00 -84.25 -87.50 -102.50 -89.25
## [73] -87.75 -86.00 -106.00 -98.50 -68.25 -88.25 -88.75 -75.25 -84.50
## [82] -81.50 -98.75 -83.25 -83.75 -87.00 -85.75 -82.75 -86.00 -86.50
## [91] -71.00 -104.75 -89.25 -87.75 -99.00 -67.00 -84.00 -87.00 -90.50
## [100] -99.50
## [1] 10.75 5.50 11.00 13.75 8.50 11.50 6.50 3.25 8.50 11.25 6.25 13.75
## [13] 8.25 11.25 6.25 11.50 8.50 11.25 6.00 13.50 8.25 11.00 5.75 11.25
## [25] 8.25 10.75 5.75 13.00 3.25 10.50 5.50 11.25 3.00 8.75 11.50 6.25
## [37] 3.25 8.50 11.25 6.00 13.50 8.25 11.25 5.75 13.25 8.25 11.00 6.00
## [49] 13.50 8.00 11.00 5.75 13.25 8.00 10.75 5.50 13.00 3.25 10.50 5.50
## [61] 6.25 3.00 8.75 11.25 6.25 13.50 3.75 11.25 12.00 6.75 3.75 9.25
## [73] 12.00 11.50 3.75 9.00 12.00 6.75 3.50 4.25 11.50 6.25 12.00 4.00
## [85] 11.50 6.25 11.75 4.00 11.50 6.25 7.00 3.75 9.25 12.00 11.50 3.50
## [97] 9.00 12.00 11.50 14.25
## [1] -58.00 -83.00 -57.50 -83.25 -98.50 -85.00 -85.50 -82.75 -81.50
## [10] -84.50 -83.00 -86.25 -89.25 -67.25 -87.00 -85.50 -105.25 -83.25
## [19] -101.25 -85.00 -43.00 -80.50 -83.75 -103.75 -85.75 -89.00 -89.25
## [28] -86.50 -68.25 -83.25 -86.75 -83.75 -51.00 -85.50 -86.00 -82.50
## [37] -85.75 -84.25 -82.75 -42.00 -84.50 -87.75 -90.75 -89.25 -59.00
## [46] -51.75 -88.25 -104.00 -102.50 -91.25 -83.75 -76.25 -85.50 -100.50
## [55] -87.25 -79.50 -82.75 -86.00 -103.00 -89.50 -88.25 -80.50 -100.50
## [64] -82.50 -90.25 -82.75 -83.00 -84.50 -68.25 -104.75 -51.25 -89.75
## [73] -88.25 -80.75 -100.50 -87.25 -85.75 -84.25 -92.00 -90.50 -83.00
## [82] -86.25 -86.75 -88.00 -105.25 -89.75 -84.25 -99.25 -69.25 -84.50
## [91] -87.75 -102.75 -89.25 -81.50 -57.50 -83.25 -86.50 -85.00 -82.25
## [100] -82.75
## [1] 39.00 34.00 34.75 35.50 38.25 31.25 32.00 32.75 33.50 36.50 37.00 38.00
## [13] 38.75 39.50 34.00 35.00 35.75 36.50 37.50 32.00 32.75 33.50 34.50 35.25
## [25] 38.25 38.75 28.75 29.75 30.50 31.25 36.75 37.50 38.25 39.00 40.00 30.00
## [37] 35.75 36.50 37.00 38.00 30.00 30.75 31.75 32.50 33.25 34.00 39.25 40.00
## [49] 30.25 31.00 32.00 37.25 38.00 38.75 39.75 40.50 30.25 33.25 34.00 34.75
## [61] 35.50 36.50 31.25 32.00 32.75 33.50 39.00 39.75 40.75 30.75 31.50 34.75
## [73] 35.25 36.00 36.75 31.25 32.25 33.00 33.50 34.50 35.25 40.75 31.00 31.75
## [85] 32.50 33.50 36.00 36.75 37.75 32.50 33.25 34.00 34.75 35.50 30.25 31.25
## [97] 32.00 32.75 33.75 34.50
## [1] 5.50 2.25 -1.00 4.75 1.50 -2.00 5.50 2.50 2.00 -1.25
## [11] 6.25 -30.50 -33.50 -34.00 -26.50 -29.75 -49.50 -36.00 -12.00 -29.00
## [21] -32.25 -35.25 -28.00 -47.75 -31.75 -24.25 -27.25 -30.50 -50.50 -26.25
## [31] -26.75 -30.00 -33.25 -53.00 -29.00 -29.50 -32.50 -35.75 -45.00 -33.50
## [41] -53.25 -35.25 -44.25 -47.50 -34.00 -34.50 -27.00 -30.25 -33.50 -36.50
## [51] -29.00 -29.75 -33.00 -36.00 -28.50 -31.75 -49.00 -25.00 -28.25 -31.00
## [61] -34.50 -32.75 -27.50 -30.50 -33.75 -26.25 -29.50 -30.00 -33.00 -36.25
## [71] -45.50 -32.25 -49.25 -41.75 -28.25 -31.50 -34.50 -35.00 -27.75 -31.00
## [81] -34.25 -26.75 -29.75 -46.75 -33.50 -26.00 -29.50 -15.75 -32.75 -42.00
## [91] -28.75 -31.75 -35.00 -27.50 -28.00 -31.25 -34.25 -26.75 -30.25 -30.75
## [1] 39.00 31.00 31.75 37.25 21.25 16.25 16.75 19.75 20.50 21.25 16.00 16.75
## [13] 19.75 20.50 15.25 -0.50 7.00 7.75 2.75 3.25 6.00 1.00 6.25 7.00
## [25] -0.75 4.75 5.50 2.25 3.00 9.00 0.75 6.25 1.00 3.75 15.25 18.00
## [37] 23.50 18.25 19.00 15.75 18.75 24.00 19.00 22.00 16.50 0.75 8.00 3.00
## [49] 5.75 0.50 3.50 8.75 3.50 6.50 7.25 8.00 8.75 5.50 5.00 5.75
## [61] 0.75 7.25 4.25 5.00 7.75 0.50 3.25 0.00 5.75 6.50 7.25 2.25
## [73] 3.00 5.50 6.50 1.00 2.00 3.50 4.25 7.00 1.75 4.50 5.50 0.00
## [85] 5.75 14.50 22.00 0.25 -3.25 2.25 5.25 0.00 5.50 6.25 -1.75 4.00
## [97] 6.50 1.50 2.25 7.50
## [1] -9.00 -0.50 2.75 6.25 -12.75 6.25 3.75 1.25 -17.75 2.25
## [11] 1.75 -8.75 1.00 -1.50 6.25 -12.75 -3.00 5.25 2.75 6.25
## [21] 3.75 -1.00 -3.25 -16.25 3.75 5.75 7.75 -11.75 -14.25 -10.50
## [31] 5.50 3.00 -1.25 2.00 -17.00 -8.75 -11.25 3.00 0.50 -8.00
## [41] -15.25 -1.00 -26.00 0.25 6.50 4.00 7.25 5.00 -2.25 -1.00
## [51] 0.50 8.75 1.75 -1.00 2.75 0.25 -2.25 -12.50 7.50 5.00
## [61] 2.50 6.25 7.50 4.75 -2.25 6.00 -13.00 1.25 -13.25 7.00
## [71] 4.50 4.00 -0.25 7.75 -10.25 4.00 1.50 -1.00 -3.50 4.75
## [81] 0.50 4.00 -3.25 -11.75 0.50 4.00 1.50 -1.00 -1.25 6.75
## [91] 6.25 1.75 -11.25 0.75 5.00 -2.00 6.25 3.75 -0.75 -12.00