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Probability Test - 25

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Probability Test - 25
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  • Question 1
    1 / -0
    A letter is known to have come either from $$LONDON$$ or $$CLIFTON$$; on the postmark only the two consecutive letters $$ON$$ are ellegible. The probability that it came from $$LONDON$$ is 
    Solution
    We define the following events:
    $${ A }_{ 1 }:$$ Selecting a pair of consecutive letters from the word $$LONDON$$
    $${ A }_{ 2 }:$$ Selecting a pair of consecutive letters from the word $$CLIFTON$$
    $$E:$$ Selecting a pair of letters $$ON$$
    Then $$\displaystyle P\left( { A }_{ 1 }\cap E \right) =\frac { 2 }{ 5 } $$, as there are $$5$$ pairs of consecutive letters out of which $$2$$ are $$ON$$.
    $$\displaystyle P\left( { A }_{ 2 }\cap E \right) =\frac { 1 }{ 6 } $$, as there are $$6$$ pairs of consecutive letters of which $$1$$ is $$ON$$.
    So, required probability $$\displaystyle =P\left( \frac { { A }_{ 1 } }{ E }  \right) $$
    $$\displaystyle \Rightarrow P\left( \frac { { A }_{ 1 } }{ E }  \right) =\frac { P\left( { A }_{ 1 }\cap E \right)  }{ P\left( { A }_{ 1 }\cap E \right) +P\left( { A }_{ 1 }\cap E \right)  } =\dfrac { \dfrac { 2 }{ 5 }  }{ \dfrac { 2 }{ 5 } +\dfrac { 1 }{ 6 }  } =\dfrac { 12 }{ 17 } $$
  • Question 2
    1 / -0
    Two aeroplanes $$I$$ and $$II$$ bomb a target in succession. The probability of $$I$$ and $$II$$ scoring a hit correctly are $$0.3$$ and $$0.2$$ respectively. The second plane will bomb only if the first misses the target. The probability that the target is hit by the second plane is
    Solution

    $$\mathbf{{\text{Step -1: Stating all the possibilities}}{\text{.}}}$$

                     $${\text{Writing down all the possibilities that the target is hit by the second plane}}{\text{.}}$$

                     $${\text{First plane fails and then the second one succeed}}{\text{.}}$$

                     $${\text{The first one fails, then second fails, the again first one fails, and then the second one succeed}}{\text{.}}$$

                     $$\text{Similarly, we can observe that all cases in which the second plane succeed }$$ 

                     $${\text{at last will be considered}}{\text{.}}$$

    $$\mathbf{{\text{Step -2: Finding the probability}}{\text{.}}}$$

                     $${\text{We know that the probability of first plane hitting correctly is 0}}{\text{.3}}$$

                     $${\text{and that of the second plane is 0}}{\text{.2}}{\text{.}}$$

                     $${\text{So let A be the event when first plane succeeds and B be the event when second plane succeeds}}{\text{.}}$$

                     $${\text{P(A) = 0}}{\text{.3 and P(B) = 0}}{\text{.2}}$$

                     $${\text{Let E be the event that the target is hit by the second plane}}{\text{.So we can write,}}$$

                     $${\text{P(E) = P(1 - A)P(B) + P(1 - A)P(1 - B)P(1 - A)P(B) + }}$$ 

                                    $${\text{P(1 - A)P(1 - B)P(1 - A)P(1 - A)P(1 - B)P(B) + }}......\infty $$

                     $${\text{The expression written above represent that first fails and second succeeded,  }}$$

                     $${\text{first fails, second, fails, again first fails and then second succeeded,}}....$$

                     $${\text{So P(E) = 0}}{\text{.7}} \times 0.2 + 0.7 \times 0.8 \times 0.7 \times 0.2 + 0.7 \times 0.8 \times 0.7 \times 0.8 \times 0.7 \times 0.2 + .....\infty $$

                     $${\text{P(E) = (0}}{\text{.7}} \times 0.2)(1 + 0.8 \times 0.7 + 0.8 \times 0.7 \times 0.8 \times 0.7 + .....\infty )$$

                     $${\text{From this we can observe that }}1 + 0.8 \times 0.7 + 0.8 \times 0.7 \times 0.8 \times 0.7 + .....\infty {\text{ forms a GP with }}$$

                     $${\text{infinite terms and common ratio(0}}{\text{.56) < 1}}{\text{.}}$$

                     $${\text{As we know that sum of such a GP = }}\dfrac{{\text{a}}}{{1 - {\text{r}}}}$$

                     $${\text{P(E) = (0}}{\text{.14)}} \times \dfrac{{\text{1}}}{{1 - 0.56}}$$

                     $${\text{P(E) = }}\dfrac{{0.14}}{{0.44}}$$$${\text{ = }}\dfrac{7}{{22}}.$$

    $$\mathbf{{\text{}}{\text{ Thus, the probability that the target is hit by the second plane is }}\dfrac{7}{{22}}{\text{ = 0}}{\text{.32}}{\text{.}}}$$

  • Question 3
    1 / -0
    35

    Solution

  • Question 4
    1 / -0
    If $$E_{1}$$ and $$E_{2}$$ are two events such that $$\displaystyle P\left ( E_{1} \right )=\frac{1}{4}, P\left ( E_{2} \right )=\frac{1}{2}; P\left ( \frac{E_{1}}{E_{2}} \right )=\frac{1}{4},$$ then choose the correct options.
    Solution
    Since $$\displaystyle P\left ( \frac{E_{1}}{E_{2}} \right )=P\left ( E_{1} \right )$$
    $$\Rightarrow $$ $$E_{1}$$ and $$E_{2}$$ are independent of each other
    Also since $$P(E_{1}\cup E_{2})=P\left ( E_{1} \right )+P\left ( E_{2} \right )-P\left ( E_{1} \right )|P\left ( E_{2} \right )\neq 1$$
    Hence events are not exhaustive. Independent events can't be mutually exclusive.
    Hence only (i) is correct
    Further since $$E_{1}$$ & $$E_{2}$$ are independent; $$E_{1}$$ and $$\bar{E_{2}}$$ or $$\bar{E_{1}},$$ $$E_{2}$$ are $$\bar{E_{1}}, \bar{E_{2}}$$ are also independent.
    Hence $$\displaystyle P\left ( \frac{\bar{E_{1}}}{E_{2}} \right )=P\left ( \bar{E_{1}} \right )=\frac{3}{4}$$ and $$\displaystyle P\left ( \frac{E_{2}}{\bar{E_{1}}} \right )=P\left ( E_{2} \right )=\frac{1}{2}$$
  • Question 5
    1 / -0
    A black and a red dice are rolled.
    (a) Find the conditional probability of obtaining a sum greater than $$9$$, given that the black die resulted in a $$5$$.
    (b) Find the conditional probability of obtaining the sum $$8$$, given that the red die resulted in a number less than $$4$$. 
    Solution
    A black and a red are rolled (a) Find the conditional 
    Probability of obtaining a sum greater than a, given that 
    the black die resulted in a 5. (b) Find the conditional 
    probability of obtaining the sum 8 , given that the red die 
    resulted in a number less than 4.
    Sol (a) Given 
    There are 2 die's they are block & red 
    dies are rolled 
    Then the sample space of both die's 
    events are $$ 6\times 6 = 36 = S $$
    Let 
    $$ A = \left \{ (6,6),(6,5),(6,6),(5,5),(4,6),(6,4) \right \} $$
    The farorable outcomes $$ = 6 $$
    $$ P(A) = \dfrac{No\,of\,favourable\,outcomes\,in\,A}{Total\,no.of\,outcomes\,S} $$
    $$ = \dfrac{6}{36} = \dfrac{1}{6} $$
    Let 
    $$ B = $$ Set of events 
    Where the black die raled a 5 
    $$ B = \left \{ (1,5),(2,5),(3,5),(4,5),(5,5),(6,5) \right \} $$ 
    The total favorable outcomes $$ = 6 $$
    $$ P(B)  = \dfrac{1}{6} $$
    outset of events $$ = \left \{ (5,5),(6,6) \right \} = 2 $$
    $$ P(A\cap B) = \dfrac{2}{36} $$
    $$ \dfrac{P(A\cap B)}{P(B)} = \dfrac{2/36}{1/6} = \dfrac{2}{6} = \dfrac{1}{3} $$
    $$ = 0.333 $$
    (b) Given R = No. on red die is 
    less than 4.
    $$ S = $$ Sum of number is 8
    we should find $$ P(R15) $$
    $$ R = \left \{ (2,6)(3,5),(4,4),(15,6)(6,2) \right \}S $$ 
    $$ P(R) = \dfrac{5}{36} $$
    $$ S = \left \{ (1,1),(2,1),(3,1),(4,1),(5,1)\\(6,1),(7,2),(2,2),(3,2)\\(4,2),(5,2),(6,2),(1,3)\\(2,3),(3,3),(4,3),(5,3)\\(6,3) \right \} $$ 
    $$ P (S)  =\dfrac{18}{36} $$
    $$ R\cap S = \left \{ (5,3),(6,2) \right \} $$
    So $$ P (R\cap S) = \dfrac{2}{36} $$ 
    $$ P(R/S) = \dfrac{P(R\cap S)}{P(S)} $$
    $$ = \dfrac{2/36}{18/36} $$
    $$ = \dfrac{2}{18} = \dfrac{1}{9} $$
    $$ = 0.1111 $$ 

  • Question 6
    1 / -0
    Assume that each born child is equally likely to be a boy or a girl. If a family has two children, what is the conditional probability that both are girls given that (i) the youngest is a girl, (ii) at least one is a girl ?
    Solution
    Let $$b$$ and $$g$$ represent the boy and the girl child respectively. If a family has two children, the sample space will be

    $$S =\left\{ \left( b,b \right) ,\left( b,g \right) ,\left( g,b \right) ,\left( g,g \right)  \right\} $$

    Let $$A$$ be the event that both children are girls.
    $$\therefore A=\left\{ \left( g,g \right)  \right\} $$

    (i) Let $$B$$ be the event that the youngest child is a girl.
    $$\therefore B=\left\{ \left( b,g \right) ,\left( g,g \right)  \right\} $$

    $$\Rightarrow A\cap B=\left\{ \left( g,g \right)  \right\} $$

    $$\therefore P\left( B \right) = \displaystyle\frac { 2 }{ 4 } = \displaystyle\frac { 1 }{ 2 } $$

    $$P\left( A\cap B \right) = \displaystyle\frac { 1 }{ 4 } $$

    The conditional probability that both are girls, given that the youngest child is a girl, is given by $$P\left( A|B \right) $$.

    $$P\left( A|B \right) = \displaystyle\frac { P\left( A\cap B \right)  }{ P\left( B \right)  } = \displaystyle\frac { \displaystyle\frac { 1 }{ 4 }  }{ \displaystyle\frac { 1 }{ 2 }  } = \displaystyle\frac { 1 }{ 2 }=0.5 $$

    Therefore, the required probability is $$0.5$$

    (ii) Let $$C$$ be the event that at least one child is a girl.
    $$\therefore C=\left\{ \left( b,g \right) ,\left( g,b \right) ,\left( g,g \right)  \right\} $$

    $$\Rightarrow A\cap C=\left\{ g,g \right\} $$

    $$\Rightarrow P\left( C \right) = \displaystyle\frac { 3 }{ 4 } $$

    $$P\left( A\cap C \right) = \displaystyle\frac { 1 }{ 4 } $$

    The conditional probability that both are girls, given that at least one child is a girl, is given by $$P\left( A|C \right) $$.

    Therefore, $$P\left( A|C \right) = \displaystyle\frac { P\left( A\cap C \right)  }{ P\left( C \right)  } = \displaystyle\frac { \displaystyle\frac { 1 }{ 4 }  }{\displaystyle\frac{3}{4} } = \displaystyle\frac { 1 }{ 3 }=0.33 $$.
  • Question 7
    1 / -0
    One ticket is drawn from a bag containing 70 tickets numbered 1 to 70 Find the probability that it is a multiple of 5 or 7
    Solution
    Out of the $$ 70 $$ numbers, numbers that are a multiple of $$ 5 $$ or $$ 7 $$ are $$ 5, 7, 10, 14, 15, 20, 21, 25, 28, 30, 35, 40, 42, 45, 49, 50, 55, 56, 60, 63, 65, 70 $$


    So, probability that the number is even $$ = \dfrac {22}{70} = \dfrac {22}{70} = \dfrac {11}{35} $$
  • Question 8
    1 / -0
    Two coins are tossed once, where
    (i) $$E$$ : tail appears on one coin,  $$F$$ : one coin shows head
    (ii) $$E$$ : no tail appears,  $$F$$ : no head appears
    Determine $$P\left( E|F \right) $$
    Solution
    If two coins are tossed once, then the sample space $$S$$ is

    $$S = \left\{ HH, HT, TH, TT \right\}$$

    (i) $$ E = \left\{ HT, TH \right\}$$

    $$ F = \left\{ HT, TH \right\}$$

    $$ \therefore E \cap F = \left\{ HT, TH \right\}$$

    $$ P\left( F \right) = \displaystyle\frac { 2 }{ 4 } =\displaystyle\frac { 1 }{ 2 }$$

    $$ P\left( E \cap F \right) = \displaystyle\frac { 2 }{ 4 } = \displaystyle\frac { 1 }{ 2 }$$

    $$ \therefore P\left( E | F \right) = \displaystyle\frac { P\left( E \cap F \right)  }{ P\left( F \right)  }  = 1$$

    (ii) $$E = \left\{ HH \right\}$$

    $$ F = \left\{ TT \right\}$$

    $$ \therefore E \cap F = \Phi$$

    $$ P\left( F \right) = 1$$ and $$P\left( E \cap F \right) = 0$$ 

    $$\therefore P\left( E | F \right) = \displaystyle\frac { P\left( E \cap F \right)  }{ P\left( F \right)  } = \displaystyle\frac { 0 }{ 1 } = 0$$
  • Question 9
    1 / -0
    If a vowel is selected at random from the English alphabet then what is the probability that it is U?
    Solution
    Total number of vowels in English alphabet $$ = 5 $$ which are $$ a,e,i,o,u $$


    So, probability of $$ u $$ when a vowel is selected $$ = \dfrac {Number \ of   \ favourable \  outcomes}{Total \ number \   of \ outcomes} = \dfrac {1}{5} $$
  • Question 10
    1 / -0
    Let $$X$$ represent the difference between the number of heads and the number of tails obtained when a coin is tossed $$6$$ times. What are possible values of $$X$$ ?
    Solution
    A coin is tossed six times and $$X$$ represents the difference between the number of heads and the number of tails.
    $$\therefore X\left( 6H,0T \right) =\left| 6-0 \right| =6$$
    $$X\left( 5H,1T \right) =\left| 5-1 \right| =4$$
    $$X\left( 4H,2T \right) =\left| 4-2 \right| =2$$
    $$X\left( 3H,3T \right) =\left| 3-3 \right| =0$$
    $$X\left( 2H,4T \right) =\left| 2-4 \right| =2$$
    $$X\left( 1H,5T \right) =\left| 1-5 \right| =4$$
    $$X\left( 0H,6T \right) =\left| 0-6 \right| =6$$
    Thus, the possible values of $$X$$ are $$0, 2, 4$$ and $$6$$.
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