Will introduce you to basic time series analysis of fMRI data using ordinary least squares.

• Homework 1
• Dataset 1 (Matlab)
• Dataset 1 (R)
• Model answer

Continues HW1 and looks at temporal autocorrelations of imaging signals.

• Homework 2
• Dataset 2 (Matlab)
• Dataset 2 (R)
• Model answer

Group analysis & correction for multiple tests.

• Homework 3
• Dataset 3
• Model answer

Classification.

• Homework 4
• Dataset 4 (Matlab)
• Dataset 4 (R)
• Model answer

Distances / Representational Similarity Analysis (RSA).

• Homework 5
• Dataset 5 (Matlab)
• Dataset 5 (R)
• Model answer

Encoding models.

• Homework 6
• Dataset 6 (Matlab)
• Dataset 6 (R)
• Model answer