title :: AFNI Time Series Analysis (part 5/8): Modeling Issues presentation :: afni_TimeSeriesAnalysis.pdf scripts :: date :: 2020-04 speaker :: Cox outline :: This sequence of talks goes over the individual subject time series analysis methods in the AFNI package. It starts with the background concepts of linear models and linear regression, and proceeds to the AFNI methods for building models for time series analysis, simple and complicated. Part 5 covers + Multicollinearity + Dealing with multiple imaging runs + Scaling FMRI data for ease of interpretation