######
Posted by:
kerem
in
Journal Paper
2 years, 10 months ago

Original post is here. I have changed the order of \(\beta_n\) coefficients.

######
Posted by:
kerem
in
Uncategorized
2 years, 10 months ago

Original post is here.

######
Posted by:
kerem
in
Journal Paper
2 years, 10 months ago

Continuing with the new regression model. Now it's the discrete dataset.

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Posted by:
kerem
in
Uncategorized
2 years, 10 months ago

It works for the original dataset pretty well. Here's what comes out:

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Posted by:
kerem
in
Uncategorized
2 years, 10 months ago

I have just discovered a better model for participants scores in the experiment. This used to be our prime model:
```prettyprint
model <- lmer(score ~ nstates_amp_and_freq_n + (1 | id) + (1 |condition:phase) , data=all, REML=F)
```
I have discovered the following one outperforms this for both the original and the discrete datasets, and is much easier to interpret:
```prettyprint
model <- lmer(score ~ nstates_amp_and_freq_n:phase_order:phase + (1|id), data=all, REML=F)
```
Of course, we are using MCMC samples, so the model declaration becomes: