e3 - R.pool10, R.pool15, R.pool30, R.pool60, R.pool350
library(knitr)
opts_knit$set(self.contained=TRUE, root.dir="../")
opts_chunk$set(fig.cap="", error=TRUE, cache=FALSE, echo=FALSE, fig.width=5, fig.height=3.5)
Descriptives
N
## task trialtype Participants
## 1 R.pool10 D 12
## 2 R.pool10 S 12
## 3 R.pool15 D 10
## 4 R.pool15 S 10
## 5 R.pool30 D 11
## 6 R.pool30 S 11
## 7 R.pool350 D 14
## 8 R.pool350 S 14
## 9 R.pool60 D 9
## 10 R.pool60 S 9
Residual Check
Scatterplots of Similar vs Dissimilar
gray line has intercept=0, slope=1. Blue line is regression fit.
Averaged across similarity conditions (and z-scored)
## Warning: `position` is deprecated
Effect Plots
Standard errors are between group
ACC.ser
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
task 4 0.314 0.07839 1.082 0.375
Residuals 51 3.695 0.07246
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.17637 0.17637 38.804 8.95e-08 ***
task:trialtype 4 0.02873 0.00718 1.581 0.194
Residuals 51 0.23180 0.00455
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Partial Eta-square
eta.2
task 0.07821544
trialtype 0.43209616
task:trialtype 0.11028981
Simple Effects
10
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 11 0.8192 0.07447
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.02766 0.027663 5.676 0.0363 *
Residuals 11 0.05361 0.004874
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.3403657
15
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 9 0.4274 0.04749
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.07929 0.07929 19.12 0.00179 **
Residuals 9 0.03731 0.00415
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.68
30
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 10 1.052 0.1052
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.00450 0.004505 0.879 0.37
Residuals 10 0.05122 0.005122
eta.2
trialtype 0.08083916
60
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 8 0.3509 0.04386
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.04955 0.04955 20.64 0.00189 **
Residuals 8 0.01920 0.00240
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.7206983
350
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 13 1.046 0.08045
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.04409 0.04409 8.136 0.0136 *
Residuals 13 0.07045 0.00542
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.3849444
ACC.item
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
task 4 0.2001 0.05002 1.543 0.204
Residuals 51 1.6530 0.03241
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.28671 0.28671 66.859 7.7e-11 ***
task:trialtype 4 0.00763 0.00191 0.445 0.776
Residuals 51 0.21870 0.00429
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Partial Eta-square
eta.2
task 0.10797249
trialtype 0.56727976
task:trialtype 0.03369481
Simple Effects
10
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 11 0.3076 0.02797
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.04481 0.04481 8.965 0.0122 *
Residuals 11 0.05498 0.00500
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.4490263
15
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 9 0.1757 0.01952
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.08402 0.08402 19.34 0.00173 **
Residuals 9 0.03909 0.00434
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.6824513
30
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 10 0.4967 0.04967
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.05065 0.05065 10.34 0.00924 **
Residuals 10 0.04898 0.00490
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.5083711
60
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 8 0.164 0.02049
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.03048 0.030483 18.66 0.00255 **
Residuals 8 0.01307 0.001634
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.6999125
350
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 13 0.5091 0.03916
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.08437 0.08437 17.53 0.00107 **
Residuals 13 0.06257 0.00481
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.574179
ACC.order
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
task 4 0.1152 0.02880 0.635 0.64
Residuals 51 2.3130 0.04535
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.00001 0.000008 0.001 0.9705
task:trialtype 4 0.05232 0.013081 2.376 0.0642 .
Residuals 51 0.28082 0.005506
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Partial Eta-square
eta.2
task 4.743673e-02
trialtype 2.714524e-05
task:trialtype 1.570576e-01
Simple Effects
10
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 11 0.5309 0.04826
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.00032 0.000324 0.046 0.833
Residuals 11 0.07673 0.006975
eta.2
trialtype 0.00420218
15
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 9 0.3363 0.03737
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.006323 0.006323 2.108 0.18
Residuals 9 0.026991 0.002999
eta.2
trialtype 0.1898084
30
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 10 0.6779 0.06779
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.03488 0.03488 4.027 0.0726 .
Residuals 10 0.08661 0.00866
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
eta.2
trialtype 0.2871028
60
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 8 0.1212 0.01515
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.01079 0.010787 3.453 0.1
Residuals 8 0.02499 0.003124
eta.2
trialtype 0.3014766
350
Error: Unique_ID
Df Sum Sq Mean Sq F value Pr(>F)
Residuals 13 0.6467 0.04975
Error: Unique_ID:trialtype
Df Sum Sq Mean Sq F value Pr(>F)
trialtype 1 0.00002 0.000015 0.003 0.957
Residuals 13 0.06550 0.005038
eta.2
trialtype 0.000236175