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Suppose that, on a particular day, two persons A and B arrive at a certain store independently of each other. Suppose that A remains in the store for 15 minutes and B remains in the store for 10 minutes. If the time of arrival of each person has the uniform distribution over the hour between 9:00 a.m. and 10:00 a.m., what is the probability that A and B will be in the store at the same time?

Short Answer

Expert verified

probability that A and B will be in the store at the same time is 0.3715

Step by step solution

01

Given information

A remains in the store for 15 minutes

B remains in the store for 10 minutes

02

Calculate the probability that A and B will be in the store at the same time.

If the time of arrival of each person has a uniform distribution over the time between

9 Am and 10 Am.

Let X be the arrival time of 1st person and Y be the arrival time of 2nd person.

X and Y are independent and uniformly distributed over the interval (9 Am, 10 Am)

Then the joint pdf of X and Y is

\(f\left( {x,y} \right) = \left\{ \begin{array}{l}\frac{1}{{3600}}\;\;if\;\;0 < x < 60,\;0 < y < 60\\0\;\;\;\;\;\;\;\;\;\;\;\;\;otherwise\end{array} \right.\)

Lets define \(W = \left| {X - Y} \right|\) which is equal to the probability that the point (X,Y) lies in the shaded region.

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b. Let\({{\bf{i}}_{\bf{1}}}{\bf{ < }}...{\bf{ < }}{{\bf{i}}_{\bf{k}}}\)be an arbitrary possible winning combination arranged in order from smallest to largest. For\({\bf{s = 1,}}...{\bf{,k}}\), let\({{\bf{j}}_{\bf{s}}}{\bf{ = }}{{\bf{i}}_{\bf{s}}}{\bf{ - }}\left( {{\bf{s - 1}}} \right)\). That is,

\(\begin{array}{c}{{\bf{j}}_{\bf{1}}}{\bf{ = }}{{\bf{i}}_{\bf{1}}}\\{{\bf{j}}_{\bf{2}}}{\bf{ = }}{{\bf{i}}_{\bf{2}}}{\bf{ - 1}}\\{\bf{.}}\\{\bf{.}}\\{\bf{.}}\\{{\bf{j}}_{\bf{k}}}{\bf{ = }}{{\bf{i}}_{\bf{k}}}{\bf{ - }}\left( {{\bf{k - 1}}} \right)\end{array}\)

Prove that\(\left( {{{\bf{i}}_{\bf{1}}}{\bf{,}}...{\bf{,}}{{\bf{i}}_{\bf{k}}}} \right)\)contains at least one pair of consecutive numbers if and only if\(\left( {{{\bf{j}}_{\bf{1}}}{\bf{,}}...{\bf{,}}{{\bf{j}}_{\bf{k}}}} \right)\)contains repeated numbers.

c. Prove that\({\bf{1}} \le {{\bf{j}}_{\bf{1}}} \le ... \le {{\bf{j}}_{\bf{k}}} \le {\bf{n - k + 1}}\)and that the number of\(\left( {{{\bf{j}}_{\bf{1}}}{\bf{,}}...{\bf{,}}{{\bf{j}}_{\bf{k}}}} \right)\)sets with no repeats is\(\left( {\begin{array}{*{20}{c}}{{\bf{n - k + 1}}}\\{\bf{k}}\end{array}} \right)\)

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e. Find the probability of at least one pair of consecutive numbers in the winning combination

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