Those in late adulthood suffer depression at a higher rate than any other age group. Which is the strongest predictor of depression?

Those in late adulthood suffer depression at a higher rate than any other age group. Which is the strongest predictor of depression?
Health status
Inadequate support
Death of a spouse
Inadequate income