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modifying basis functions for PSR analysis

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2017-12-23
2017-12-24
  • Mariya Cherkasova

    Hi,
    I was hoping to apply the PSR glm to my pupil data, which is not from a fear conditioning experiment. I am wondering whether it may be possible to do this with modifications to the basis function. The timecourses of the pupil responses in my experiment are quite a bit shorter than the 10s time course assumed by the basis function. I was wondering if there is a simple way to modify the timecouse of the basis functions? Or is the glm for the PSR analysis completely inappropriate for other types of data that are not from a fear conditioning experiment?
    Thank you!
    Mariya

     
  • Dominik Bach

    Dominik Bach - 2017-12-24

    Hi Mariya
    from the technical side this is easy - you can write your own RF as a matlab function and specify it as basis function for the GLM.
    The trickier part is how you develop and justify the RF. I guess you'd need an independent data set to do so.
    Hope this helps
    Dominik

     

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