How to understand this filter circuit
Its a filter with an RC time constant  

\$ R*C = \tau\$  

the R or the C part can be changed to change the time constant. If you want to increase the time constant then increase R or increase C (or both).

In this case you will change the bias current of the transistor, so only change the capacitor.