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As a neuroscience student who works with fMRI I'm competent at the standard univariate analyses and resting state analysis techniques in AFNI and MATLAB/SPM. However, I want to learn how to use models in fMRI data analyses from a start-to-finish perspective.

More specifically, I want to learn how to model prediction error like they did in this article for example. The problem is, I have no one to teach/help me.

What are recommended resources (online or textbooks), for learning modelling of fMRI data in detail?

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closed as primarily opinion-based by AliceD, Arnon Weinberg, Chris Rogers, Seanny123, Krysta Mar 10 '17 at 12:17

Many good questions generate some degree of opinion based on expert experience, but answers to this question will tend to be almost entirely based on opinions, rather than facts, references, or specific expertise. If this question can be reworded to fit the rules in the help center, please edit the question.

  • $\begingroup$ I think this question could be useful and on-topic if reworded to simply ask for resources to learn about models used in fMRI. As it stands the question is more about how to implement a model in software, which is off-topic. $\endgroup$ – Dylan Richard Muir Apr 20 '17 at 12:32
  • $\begingroup$ This question is still primarily opinion-based. The problem is that someone can recommend a book or 2 which in their opinion would help, but others may have the opinion that a couple of other books would be better $\endgroup$ – Chris Rogers Apr 21 '17 at 22:59
  • $\begingroup$ I believe it is a shame this question was closed. It asks for sources where one can learn about advanced modelling and analysis. The only opinionated thing is the word "good" and could have easily been edited. $\endgroup$ – Robin Kramer Apr 25 '17 at 5:41