to improve characteristics|
Basically, more bits give you more better characteristics. But you need to consider about the size of circuit is also increased.
Bit length for coefficients need to be some bits bigger than its for input data to have sufficient characteristics. Suppose the data is 16 bits, then the coefficients would be 20 bits.