Original practice · fully worked
Original variant: residual time for an exponential cooling alarm
The time from activation until a cooling alarm clears is exponentially distributed with mean 3 minutes. A monitor shows that the alarm has already remained active for 4 minutes. Find the conditional probability that it remains active for at least 5 additional minutes.
- A
0.0498 - B
0.1889 - C
0.2636 - D
0.8111 - E
0.9502
Answer and calculation
Exponential memorylessness resets the waiting clock after minute 4. The probability of another five minutes is exp(-5/3)=0.18888, choice B.
Setup
Setup
Let T be the total active time and convert the mean into a rate.
T∼Exponential(λ),λ=31 Model
Model
Remaining active for five more minutes means that the total exceeds nine, conditional on already exceeding four.
Pr(T>9∣T>4)=S(4)S(9) Compute
Compute
Cancel the elapsed portion in the survival ratio.
e−4/3e−9/3=e−5/3=0.1888756028 Answer
Answer
The conditional probability is approximately 0.1889.
0.1889(B)