I hereby claim:
- I am benwhalley on github.
- I am benwhalley (https://keybase.io/benwhalley) on keybase.
- I have a public key ASC19V1R0DG97deKeZwym3XYq0JBGYGSL4qscFyPL_bqXgo
To claim this, I am signing this object:
I hereby claim:
To claim this, I am signing this object:
| https://www.dropbox.com/s/76vg2ortmid2x6t/Session5.pptx?dl=0 |
| https://www.dropbox.com/s/76vg2ortmid2x6t/Session5.pptx?dl=0 | |
| https://psy379-placebo.s3.amazonaws.com/index.html |
| https://transfer.sh/adEXM/6-sem.pdf | |
| https://transfer.sh/FObPj/6-sem-extra.pdf |
| https://transfer.sh/B9DqM/5-cfa-part-2.pdf |
| require('dplyr') | |
| require('rethinking') | |
| dmode <- function(x) { | |
| den <- density(x, kernel=c("gaussian")) | |
| ( den$x[den$y==max(den$y)] ) | |
| } | |
| meanhpdi <- function(x, prob=.95) { | |
| i <- rethinking::HPDI(x, prob=prob) |
| ----------------------------------------------------------------------------------------------------------- | |
| Participant BlockNo CueOrder Congruent auc auc.positive log.auc log.auc.positive Trial | |
| ------------- --------- ---------- ----------- -------- -------------- --------- ------------------ ------- | |
| 1 1 1 FALSE 0 0 0 0 1 | |
| 1 1 2 TRUE 0 0 0 0 2 | |
| 1 1 3 FALSE 0 0 0 0 3 |
| f.10 <- log.auc.positive ~ log(CueOrder)*Congruent + (1|Participant) + (0+log(CueOrder)*Congruent|Participant) | |
| fit.10.stan <- stan_lmer(f.10, data=dftouse, iter=5000, chains=3) | |
| summary(fit.10.stan) | |
| fit.10.stan.preds <- posterior_linpred(fit.10.stan, | |
| transform=F, | |
| re.form=NA) %>% |
| | predictor| mediator| outcome| | |
| |----------:|----------:|----------:| | |
| | -1.2070657| -0.1890093| -0.9108483| | |
| | 0.2774292| -0.3360039| 0.6381942| | |
| | 1.0844412| 0.6082141| 1.8781692| | |
| | -2.3456977| -1.6753266| -3.3202908| | |
| | 0.4291247| -0.6114362| 0.1293695| | |
| | 0.5060559| 0.4200172| 1.6865355| | |
| | -0.5747400| -1.1836346| 0.0840891| | |
| | -0.5466319| -0.1051305| 0.4606004| |
| | predictor| mediator| outcome| | |
| |----------:|----------:|----------:| | |
| | -1.2070657| -0.1890093| -0.9108483| | |
| | 0.2774292| -0.3360039| 0.6381942| | |
| | 1.0844412| 0.6082141| 1.8781692| | |
| | -2.3456977| -1.6753266| -3.3202908| | |
| | 0.4291247| -0.6114362| 0.1293695| | |
| | 0.5060559| 0.4200172| 1.6865355| | |
| | -0.5747400| -1.1836346| 0.0840891| | |
| | -0.5466319| -0.1051305| 0.4606004| |