Linear models and curve fitting

Learning objectives

  • Distinguish between a linear and a nonlinear model
  • Create vectors from functions by sampling
  • Convert a linear modeling problem to a linear algebra problem, probably with no solutions
  • Use projections to find a least squares fit
  • Discuss the difference between a model and the real world phenomenon it models.

Before class

In class