The correct answer is (d) To improve stability and increase negative feedback
For explanation I would say: In a collector feedback circuit, the emitter resistor provides additional stability along with increasing the negative feedback sent to the collector. The addition of the emitter resistance enables the transistor’s emitter to no longer be grounded to zero – volt potential.