A study of statistics of transmission and reflection from a random medium w
ith stochastic amplification as opposed to coherent amplification is presen
ted. It is found that the transmission coefficient t, for sample length L l
ess than the critical length L, grows exponentially with L. In the limit L
--> infinity transmission decays exponentially as [1n t] = -L/xi where xi i
s the localization length. In this limit reflection coefficient r saturates
to a fixed value which shows a monotonic increase as a function of strengt
h of amplification alpha. The stationary distribution of super-reflection c
oefficient agrees well with the analytical results obtained within the rand
om phase approximation (RPA). Our model also exhibits the well known dualit
y between absorption and amplification. We emphasize the major differences
between coherent amplification and stochastic amplification where-ever appr
opriate.