• We are only considering LINEAR relationships
  • r and least squares regression are NOT resistant to outliers
  • There may be variables other than x which are not studied, yet do influence the response variable
  • A strong correlation does NOT imply cause and effect relationship
  • Extrapolation is dangerous.