title          :: AFNI Time Series Analysis (part 1/8): Linear Model
presentation   :: afni_TimeSeriesAnalysis.pdf
scripts        :: s1a.TimeSeriesAnalysis.LinearRegression.csh
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 1 covers
 + What a linear model is
 + Matrix-vector formulation of a linear model
 + Statistics computed from a linear model