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98. During the years 1998-2012, a total of 29 earthquakes of magnitude greater than 6.5 have occurred in Papua New Guinea. Assume that the time spent waiting between earthquakes is exponential.

a. What is the probability that the next earthquake occurs within the next three months?

b. Given that six months have passed without an earthquake in Papua New Guinea, what is the probability that the next three months will be free of earthquakes ?

c. What is the probability of zero earthquakes occurring in 2014?

d. What is the probability that at least two earthquakes will occur in 2014 ?

Short Answer

Expert verified

a. the probability that the next earthquake occurs within the next three months is0.4043

b. the probability that the next three months will be free of earthquakes is0.8585

c. the probability of zero earthquakes occurring in2014is0.1259

d. the probability that at least two earthquakes will occur in 2014is0.000009

Step by step solution

01

Given Information

Probability is just the way in which likely something is to occur. At the point when we're uncertain about the result of an occasion, we can discuss the probabilities of specific results — how likely they are. The investigation of occasions represented by likelihood is called insights.

02

Explanation Part (a)

We know,

Total number of years the earthquake occurred =14

=14×12=168months

The number of earthquakes that occurred in168months = 29

One earthquake will occur inμ= 16829=5.79months

Now, m=1μ=15.79=0.1727

x = 3months

Using,

P(X<x)=1−e−mxwe find the probabilty that the next earthquake occurs within the next three months

P(x<3)=1−e−0.1727×3

P(x<3)=1−0.5957=0.4043

03

Explanation Part (b)

We know,

m = 0.1727

the probability that the next three months will be free of earthquakes after six months passed is,

P(6<x<9)

Using,

P(6<x<9)=1−P(x<9)−P(x<6)=1−e−0.1727×9−1−e−0.1727×6=1−(0.3548−0.2133)=0.8585

04

Explanation Part (c)

We know,

m = 0.1727

The number of months is x =12

The probability of zero earthquakes occurring in a given year or 12months is

P(X<x)=1−e−mx

1−P(x<12)=1−1−e−0.1727×121−P(x<12)=e−0.1727×12=0.1259

05

Explanation Part (d)

we know,

The probability of 29earthquakes in 168months is

role="math" localid="1652277871482" μ=29168=0.1726

now, the decay rate

m=1μm=10.1726=5.79

the probability that at least two earthquakes will occur is,

P(x>2)=1−P(x<2)P(x>2)=1−1−e−5.79×2=0.000009

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