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Description	Welcome! Have a look at my About me Impressum License Course Materials Blog Welcome! Have a look at my research! Modelling Circular Effects using Splines 21. April 2022 By: --> E
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About me Impressum License Course Materials Blog Welcome! Have a look at my research! Modelling Circular Effects using Splines 21. April 2022 By: --> ERP effect of absolute angle between two saccades. Dimigen & Ehinger 2021 Note: This blog is just explaining the basis sets, not how to actually fit models / get parameters etc. Recently, we used the unfoldtoolbox (Matlab or Julia; access it from python!) to analyze some fixation-related ERPs. The approach we used (multiple regression with deconvolution) allowed us to include this circular-predictor: absolute saccade-angle. Why can’t we model saccade-angle using a linear predictor? The issue is straightforward: Look at this plot. Predicting circular data with a straight line is difficult. Ok, why can’t we use a standard non-linear spline regression? Wait – what even is a standard non-linear spline regression? Great that you asked. Instead of fitting a straight line with parameters slope & intercept (think y = m*x + c ), we can split

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