Which one is not a condition of Poisson model(a) the probability of having failures in a small time interval is constant(b) the probability of having success more than one in a small time intervalis very small(c) the probability of having success in this time interval is independent oftime ‘t’ as well as earlier success(d) the probability of having success in a small time interval (t, t+td) is Kt fora positive constant k
Question
Which one is not a condition of Poisson model(a) the probability of having failures in a small time interval is constant(b) the probability of having success more than one in a small time intervalis very small(c) the probability of having success in this time interval is independent oftime ‘t’ as well as earlier success(d) the probability of having success in a small time interval (t, t+td) is Kt fora positive constant k
Solution
The option that is not a condition of the Poisson model is (c) the probability of having success in this time interval is independent of time ‘t’ as well as earlier success.
In the Poisson model, the probability of an event occurring is dependent on the length of the time interval. Therefore, it is not independent of time 't'. Also, the occurrence of an event in a Poisson process is independent of previous events, but this is not the same as being independent of earlier successes. The condition is that the number of successes in non-overlapping intervals are independent, not the successes themselves.
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