Statistical models
Statistical models
- Linear model most common
- y = b1x1 + b2x2 + error
- Variables
- dependent (depends on intervention)
- independent (affect outcome of dependent)
- BP example p.519
- be cautious of omitted variables
- Problems:
- incorrect model specification, large unexplained variance, correlation of independent variables