e1 - Ospan.reg, spOspan.noVer

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     Ospan.reg         D           18
## 2     Ospan.reg         S           18
## 3 spOspan.noVer         D           18
## 4 spOspan.noVer         S           18

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       1 0.4577  0.4577   11.19 0.00202 **
Residuals 34 1.3910  0.0409                   
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Error: Unique_ID:trialtype
               Df Sum Sq  Mean Sq F value Pr(>F)  
trialtype       1 0.0305 0.030483   3.156 0.0846 .
task:trialtype  1 0.0015 0.001543   0.160 0.6919  
Residuals      34 0.3284 0.009659                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Partial Eta-square

                     eta.2
task           0.247593627
trialtype      0.084939215
task:trialtype 0.004677214

Simple Effects

Standard

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17 0.8951 0.05266

Error: Unique_ID:trialtype
          Df  Sum Sq  Mean Sq F value Pr(>F)
trialtype  1 0.00915 0.009154   1.208  0.287
Residuals 17 0.12888 0.007581

              eta.2
trialtype 0.0663216

Reading

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17 0.4958 0.02917

Error: Unique_ID:trialtype
          Df  Sum Sq Mean Sq F value Pr(>F)
trialtype  1 0.02287 0.02287   1.949  0.181
Residuals 17 0.19952 0.01174

              eta.2
trialtype 0.1028442

ACC.item

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)   
task       1 0.1811 0.18111   9.307 0.0044 **
Residuals 34 0.6616 0.01946                  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Error: Unique_ID:trialtype
               Df  Sum Sq  Mean Sq F value Pr(>F)
trialtype       1 0.00000 0.000005   0.001  0.975
task:trialtype  1 0.00458 0.004577   0.959  0.334
Residuals      34 0.16226 0.004772

Partial Eta-square

                      eta.2
task           2.149143e-01
trialtype      2.935392e-05
task:trialtype 2.743598e-02

Simple Effects

Standard

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17  0.449 0.02641

Error: Unique_ID:trialtype
          Df  Sum Sq  Mean Sq F value Pr(>F)
trialtype  1 0.00214 0.002143   0.508  0.486
Residuals 17 0.07176 0.004221

               eta.2
trialtype 0.02900232

Reading

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17 0.2126 0.01251

Error: Unique_ID:trialtype
          Df  Sum Sq  Mean Sq F value Pr(>F)
trialtype  1 0.00244 0.002439   0.458  0.508
Residuals 17 0.09050 0.005323

               eta.2
trialtype 0.02624026

ACC.order

Error: Unique_ID
          Df Sum Sq Mean Sq F value  Pr(>F)   
task       1 0.2237 0.22367   9.979 0.00332 **
Residuals 34 0.7621 0.02241                   
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Error: Unique_ID:trialtype
               Df  Sum Sq Mean Sq F value Pr(>F)  
trialtype       1 0.04709 0.04709   6.461 0.0158 *
task:trialtype  1 0.00016 0.00016   0.022 0.8834  
Residuals      34 0.24784 0.00729                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Partial Eta-square

                      eta.2
task           0.2268971886
trialtype      0.1596748491
task:trialtype 0.0006421457

Simple Effects

Standard

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17 0.5582 0.03283

Error: Unique_ID:trialtype
          Df  Sum Sq  Mean Sq F value Pr(>F)  
trialtype  1 0.02636 0.026365   5.112 0.0372 *
Residuals 17 0.08768 0.005157                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

              eta.2
trialtype 0.2311856

Reading

Error: Unique_ID
          Df Sum Sq Mean Sq F value Pr(>F)
Residuals 17  0.204   0.012

Error: Unique_ID:trialtype
          Df  Sum Sq  Mean Sq F value Pr(>F)
trialtype  1 0.02089 0.020888   2.217  0.155
Residuals 17 0.16016 0.009421

            eta.2
trialtype 0.11537