HTW Project

Analyses

Experiment 1
Analyses
R
Bayesian
All data processing and statistical analyses were performed in R version 4.32 Team (2020). To assess differences between groups, we used Bayesian Mixed Effects Regression.…

Experiment 2
Analyses
R
Bayesian
The task and procedure of Experiment 2 was identical to Experiment 1, with the exception that the training and testing bands were reversed (see Figure 1). The Varied group…

Experiment 3
Analyses
R
Bayesian
The major adjustment of Experiment 3 is for participants to receive ordinal feedback during training, in contrast to the continuous feedback of the prior experiments. After…

HTW All Exp Testing
Analyses
R
Bayesian
Code
pacman::p_load(dplyr,purrr,tidyr,tibble,ggplot2,
  brms,tidybayes, rstanarm,emmeans,broom,bayestestR,
  stringr, here,conflicted, patchwork, knitr,kableExtra,ggh4x,ggpat…

HTW E1 Testing
Analyses
R
Bayesian
All data processing and statistical analyses were performed in R version 4.31 Team (2020). To assess differences between groups, we used Bayesian Mixed Effects Regression.…

HTW E2 Testing
Analyses
R
Bayesian
Figure 1 illustrates the design of Experiment 2. The stages of the experiment (i.e. training, testing no-feedback, test with feedback), are identical to that of Experiment…

HTW E3 Testing
Analyses
R
Bayesian
The major manipulation adjustment of experiment 3 is for participants to receive ordinal feedback during training, in contrast to the continuous feedback of the earlier…
Mar 2024

Learning Curves
Analyses
R
Bayesian
E2
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Modeling Empircal Data

Simulations

Misc