Back to PLS Help

Seed PLS Temporal Brain Scores
Iriye
Posted on 12/15/17 06:13:19
Number of posts: 13
Iriye posts:

Hi there,

I've conducted a seed PLS analysis and would like to plot each condition's correlation score across each lag of my task (i.e. the temporal brain score plots for each conditon collapsed onto one graph). I've extracted the bcorr_data from the gui and obtained a 36 x 7 matrix. The study involves 6 conditions and 7 lags. I'm assuming that the 7 columns refer to lags, but was hoping you could clarify what the 36 columns represent. 

 

Many thanks,

Heather

Replies:

Untitled Post
rmcintosh
Posted on 12/15/17 07:00:47
Number of posts: 394
rmcintosh replies:

Hi Heather

The 36 rows of the matrix will correspond to behavior weights within task.  I assume you have 6 behaviors? 

Does that sound correct?

 

Randy



Untitled Post
Iriye
Posted on 12/15/17 09:30:02
Number of posts: 13
Iriye replies:

quote:

Hi Heather

The 36 rows of the matrix will correspond to behavior weights within task.  I assume you have 6 behaviors? 

Does that sound correct?

 

Randy

Hi Randy, I do indeed have 6 behaviors that correspond to the multiple voxels extraction output. I had to delete the first lag since all correlations were 0. So this means that the first 6 rows represent each of the behavior weights for condition 1, the next 6 are for condition 2, and so on, correct? I'm aiming to create a line plot that has lag on the x-axis and correlation score on the y-axis with separate lines for each conditions to show temporal peaks. I averaged across each of the behaviors within each condition and the overall pattern matches that of the LV it belongs to. Is this appropriate? Or am I using the wrong data? Best, Heather


Untitled Post
rmcintosh
Posted on 12/15/17 10:00:22
Number of posts: 394
rmcintosh replies:

You have it correct, Heather.  Go for it!

 

cheers

Randy



Untitled Post
Iriye
Posted on 01/12/18 08:52:08
Number of posts: 13
Iriye replies:

quote:

You have it correct, Heather.  Go for it!

 

cheers

Randy

Hi again Randy,

Thank you again for all the help, it's much appreciated. Just a couple quick follow up questions for you to make sure I understand properly.

The multiple voxels extraction takes the seed voxel's activity across each time lag (7 in my study) in each condition, yielding a results file with 6 values per condition. Why is this? 

Secondly, when plotting error bars in the temporal brain correlations plot, is it alright to use the standard error or are there custom values stored in a results file I should be using instead?

Lastly, when comparing the temporal brain correlation plot to the correlation overview plot I'm noticing that the values follow the same rough general pattern, but don't match. Is this because of bootstrapping or mean-centring of the data in the latter, but not the former, case? Or is there something else I'm missing?

Thanks again!

Best,

Heather

 

 



Untitled Post
rmcintosh
Posted on 01/14/18 15:51:20
Number of posts: 394
rmcintosh replies:

Hi Heather - see below

The multiple voxels extraction takes the seed voxel's activity across each time lag (7 in my study) in each condition, yielding a results file with 6 values per condition. Why is this? 

I *think* it drops the first lag if you use lag0 as the ref scan.  Is the first lag in your extracted file zero?

Secondly, when plotting error bars in the temporal brain correlations plot, is it alright to use the standard error or are there custom values stored in a results file I should be using instead?

We don't compute those, unfortunately, as the plot are meant to be descriptive. 

Lastly, when comparing the temporal brain correlation plot to the correlation overview plot I'm noticing that the values follow the same rough general pattern, but don't match. Is this because of bootstrapping or mean-centring of the data in the latter, but not the former, case? Or is there something else I'm missing?

I am not sure. Can you either post or send a screen capture? 

 




Login to reply to this topic.

  • Keep in touch

Enter your email above to receive electronic messages from Baycrest, including invitations to programs and events, newsletters, updates and other communications.
You can unsubscribe at any time.
Please refer to our Privacy Policy or contact us for more details.

  • Follow us on social
  • Facebook
  • Instagram
  • Linkedin
  • Pinterest
  • Twitter
  • YouTube

Contact Us:

3560 Bathurst Street
Toronto, Ontario
Canada M6A 2E1
Phone: (416) 785-2500

Baycrest is an academic health sciences centre fully affiliated with the University of Toronto