Load data.

Descriptives

How many participants in each condition?

## Source: local data frame [2 x 2]
## 
##   training_condition   n()
##                (chr) (int)
## 1      active_active    20
## 2    passive_passive    20

How long did each condition take?

## Source: local data frame [2 x 3]
## 
##   training_condition m_train_time m_exp_time
##                (chr)        (dbl)      (dbl)
## 1      active_active    0.6112942   4.434711
## 2    passive_passive    0.4713317   3.475504

Visualization

Sanity check on pretest relational test

Overall accuracy analysis for both entity and relational tests

Overall accuracy analysis for all shapes collapsing across entity and relational tests

Within subjects change scores all shapes

Accuracy on the learned shape

Overall accuracy analysis for both entity and relational tests

Within subjects change scores for learned shape tests

Models

Predict overall accuracy based on condition and test type

Predict accuracy for learned shape based on condition and test type

Predict change scores for learned shape based on condition and test type