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Project pitch, ANOVA with the GLM

Project pitches

Pitches for your project proposals - see Projects.

t tests and ANOVA with the general linear model

• Inverse of a diagonal matrix;
• on matrix rank;
• A worked example of the general linear model;
• Hypothesis tesing with the general linear model;
• Modeling groups with dummy variables exercise.

The neural and hemodynamic model

• the neural and hemodynamic model;
• the concept of a hemodynamic response function (HRF);
• using convolution with the HRF to make a BOLD regressor;
• Convolving with the hemodyamic response function;

Reading and homework for next week

• Finish the Modeling groups with dummy variables exercise – see Dummy coding GLM exercise;
• Review the tutorial on convolution;
• Review Huettel chapter 7 - [HSM14] – especially the parts on the hemodynamic response function.