Maths > Probability > 3.0 Probability

  Probability
    1.0 Basic Definitions
    2.0 Basic Notations
    3.0 Probability
    4.0 Intersection and Union of Sets of Events
    5.0 Conditional Probability
    6.0 Multiplication Theorem
    7.0 Independent Events
    8.0 Total Probability Theorem
    9.0 Bayes' Theorem
    10.0 Illustration for understanding the difference between total probability theorem and baye's theorem
    11.0 Probability Distribution of Random Variables
    12.0 Probability Distribution
    13.0 Mean and variance of a discrete random variable
    14.0 Binomial Distribution for Successive Events
    15.0 Mean and variance of binomial distribution

3.2 Odds in favor

If out of '$m + n$' equally likely, mutually exclusive and exhaustive events, '$m$' are favourable to occurrence of an event $A$ and '$n$' are not favourable, then $m:n$ is called odds in favor of $A$, and $n:m$ is called odds against $A$.



Illustration 10. If the probability of Shyam winning a game is ${5 \over {13}}$ and Kiran losing the game is ${4 \over {12}}$, express each of their probabilities as odds in favor and odds against each of them.


Solution: Let us consider Shyam,

$$\begin{equation} \begin{aligned} P(winning) \\ = {5 \over {13}} \\ = {5 \over {5 + 8}} \\ = {m \over {m + n}} \\ \Rightarrow m = 5\;and\;n = 8 \\\end{aligned} \end{equation} $$

Thus odds in favor of Shyam is $5:8$ or in other words, $5$ to $8$.


Thus odds against of Shyam is $8:5$ or in other words, $8$ to $5$.


Let us consider Kiran,

$$\begin{equation} \begin{aligned} P(losing) \\ = {4 \over {12}} \\ = {4 \over {4 + 8}} \\ = {n \over {n + m}} \\ \Rightarrow m = 8\;and\;n = 4 \\\end{aligned} \end{equation} $$

Thus odds in favor of Kiran is $8:4$ or in other words, $8$ to $4$.


Thus odds against of Kiran is $4:8$ or in other words, $4$ to $8$.



Illustration 11. There are $3$ mutually exclusive and exhaustive events, $A$ , $B$ and $C$. Odds in favor of $A$ is $5$ to $6$ and probability of success of $B$ is ${3 \over {11}}$. Find the success probability of $C$. Express the same as odds in favor.


Solution: Given odds in favor of $A$ is $5:6$.

Thus the probability is

$$\begin{equation} \begin{aligned} = {5 \over {5 + 6}} \\ = {5 \over {11}} \\\end{aligned} \end{equation} $$

And the probability of $B$ is ${3 \over {11}}$

Since the events $A$, $B$ and $C$ are mutually exclusive and exhaustive events,

$$P(A) + P(B) + P(C) = 1$$

Therefore

$$\begin{equation} \begin{aligned} P(C) = 1 - P(A) - P(B) \\ P(C) = 1 - {5 \over {11}} - {3 \over {11}} \\ P(C) = {3 \over {11}} \\\end{aligned} \end{equation} $$

Thus the probability of success is ${3 \over {11}}$. The odds in favor is $3:8$ or $3$ to $8$.



Question 1. A die is thrown twice. Find the probability of following events.

i. A doublet

ii. At least one five

iii. Sum is seven.


Solution: There are $6 \times 6$ equally likely cases. Thus $36$ total possible outcomes.

i. A doublet $ \Rightarrow \{ (1,1),(2,2),(3,3),(4,4),(5,5),(6,6)\} $

Thus probability of doublet is $ = {6 \over {36}} = {1 \over 6}$


ii. At least one five $ \Rightarrow \{ (1,5),(2,5),(3,5),(4,5),(5,5),(6,5),(5,1),(5,2),(5,3),(5,4),(5,6)\} $

Thus probability of getting at least one $5$ is $ = {{11} \over {36}}$


iii. The sum is seven $ \Rightarrow \{ (1,6),(2,5),(3,4),(4,3),(5,2),(6,1)\} $

Thus probability that the sum is seven is $ = {6 \over {36}} = {1 \over 6}$



Question 2. From a pack of $52$ cards, two cards are drawn. Find the probability that

i. They are of the same flower type

ii. One hearts and another diamond.


Solution: The total outcomes possible is

$$\begin{equation} \begin{aligned} ^{52}{C_2} \\ = {{52 \times 51} \over {1 \times 2}} \\ = 1326 \\\end{aligned} \end{equation} $$

i. They are of same flower. Let the flower be clubs.

Thus the number of elements in $A$ is,

$$\begin{equation} \begin{aligned} ^{13}{C_2} \\ = {{13 \times 12} \over {1 \times 2}} \\ = 78 \\\end{aligned} \end{equation} $$$$P(A) = {{78} \over {1326}} = {1 \over {17}}$$


ii. As one from hearts and one from diamond is considered. The number of elements in this event $B$ is,

$$\begin{equation} \begin{aligned} ^{13}{C_1}{ \times ^{13}}{C_1} \\ = 13 \times 13 \\ = 169 \\\end{aligned} \end{equation} $$$$P(B) = {{169} \over {1326}} = {{13} \over {102}}$$



Question 3. A bag of equally sized gift boxes contains $5$ green boxes, $4$ blue boxes and $7$ red boxes. Find the probability that three boxes taken at random are

i. all green

ii. all red

iii. all blue.


Solution:

The total number of boxes is $16$. Total number of ways in which $3$ boxes can be drawn is

$$\begin{equation} \begin{aligned} ^{16}{C_3} \\ = {{16 \times 15 \times 14} \over {1 \times 2 \times 3}} \\ = 560 \\\end{aligned} \end{equation} $$


i. Let the event of all three balls being green be $A$. The number of ways in which $3$ green balls can be drawn is

$$^5{C_3} = {{5 \times 4 \times 3} \over {1 \times 2 \times 3}} = 10$$

Thus $$P(A) = {{10} \over {560}} = {1 \over {56}}$$


ii. Let the event of all three balls being red be $B$. The number of ways in which $3$ red balls can be drawn is $$^7{C_3} = {{7 \times 6 \times 5} \over {1 \times 2 \times 3}} = 35$$

Thus $$P(B) = {{35} \over {560}} = {1 \over {16}}$$


iii. Let the event of all three balls being blue be $C$. The number of ways in which $3$ blue balls can be drawn is $$^4{C_3} = 4$$

Thus $$P(C) = {4 \over {560}} = {1 \over {140}}$$



Question 4. In a competition, odds in favor of student $A$ is $1:5$, against $B$ is $8:1$. Odds in favor of $D$ is $1:2$ and that against $C$ is $4:1$. Find the chances that one of them wins the competition.


Solution:

Odds in favor of $A$ $ \Rightarrow P(A) = {1 \over {1 + 5}} = {1 \over 6}$

Odds in favor of $D$ $ \Rightarrow P(D) = {1 \over {1 + 2}} = {1 \over 3}$

Odds against $B$ $ \Rightarrow P(\bar B) = {8 \over {8 + 1}} = {8 \over 9}$

Thus $$P(B) = 1 - P(\bar B) = 1 - {8 \over 9} = {1 \over 9}$$

Odds against $C$ $ \Rightarrow P(\bar C) = {4 \over {4 + 1}} = {4 \over 5}$

Thus $$P(C) = 1 - P(\bar C) = 1 - {4 \over 5} = {1 \over 5}$$

Since the above events are mutually exclusive, $$P(A \cup B \cup C \cup D) = P(A) + P(B) + P(C) + P(D)$$

$$P(A \cup B \cup C \cup D) = {1 \over 6} + {1 \over 3} + {1 \over 9} + {1 \over 5} = {{73} \over {90}}$$



Question 5. Find the probability that birthdays of five different people fall in exactly two calendar months.


Solution: Since each person can have the birth days in any of the $12$ months, each person has $12$ options. Thus total number of ways in which $5$ people can have their birthdays is $$ = 12 \times 12 \times 12 \times 12 \times 12 = {12^5}$$

Out of $12$ months, $2$ months are chosen in $^{12}{C_2}$ ways. Now birthdays of $5$ persons can fall in two months in ${2^5}$ ways. When all five birthdays fall in a month, the condition is not obeyed. There are $2$ such ways possible. Thus, there are ${2^5} - 2$ ways.

Probability that birthdays of five different people will fall in exactly two calendar months is $$ = {{^{12}{C_2} \times ({2^5} - 2)} \over {{{12}^5}}} = {{66 \times 30} \over {{{12}^5}}} = {{55} \over {(4)({{12}^3})}}$$



Question 6. Person $A$ has $2$ shares in a lottery containing $4$ prizes and $5$ blanks (losing in lottery). Person $B$ has $3$ shares in a lottery containing $3$ prizes and $6$ blanks. Compare their chances of winning.


Solution: Person $A$ has total lottery as $4 + 5 = 9$. He has two shares. Thus total outcomes possible is $^9{C_2}$. His chances of winning is possible if he gets at least one from the prizes, i.e. he does not get both blanks. Thus $$P(winning) = 1 - P(not\;winning)$$

$$n(not\;winning){ = ^5}{C_2}$$

Thus $$P(winning) = 1 - P(not\;winning)$$

$$P\left( {winning} \right) = 1 - {\rm{ }}{{^5{C_2}} \over {^9{C_2}}} = 1 - {{10} \over {36}} = 1 - {5 \over {18}} = {{13} \over {18}}$$

Person $B$ has total lottery as $3 + 6 = 9$.

He has three shares. Thus total outcomes possible is $$^9{C_3}$$

His chances of winning is possible if he gets at least one from the prizes, i.e. he does not get all three blanks.

Thus $$P(winning) = 1 - P(not\;winning)$$

$$n(not\;winning){ = ^6}{C_3}$$

Thus,

$$P(winning) = 1 - {\rm{ }}{{^6{C_3}} \over {^9{C_3}}} = 1 - {{20} \over {84}} = 1 - {{10} \over {17}} = {7 \over {17}}$$$${{P(A\;winning)} \over {P(B\;winning)}} = {{13/18} \over {7/17}} = {{221} \over {126}} \cong 1.75$$

Thus $A$ has more chances of winning than $B$.



Question 7. There are four events $A$, $B$, $C$ and $D$ out of which one and only one can happen. Odds are $5$ to $2$ against $A$, $1$ to $10$ favoring $B$ and $8$ to $3$ against $C$. Find odds against $D$.


Solution: Odds in favor of $B$ $ \Rightarrow P(B) = {1 \over {1 + 10}} = {1 \over {11}}$

Odds against $A$ $ \Rightarrow P(\bar A) = {5 \over {5 + 2}} = {5 \over 7}$

Thus $$P(A) = 1 - P(\bar A) = 1 - {5 \over 7} = {2 \over 7}$$

Odds against $C$ $ \Rightarrow P(\bar C) = {8 \over {8 + 3}} = {8 \over {11}}$

Thus $$P(C) = 1 - P(\bar C) = 1 - {8 \over {11}} = {3 \over {11}}$$

Since the above events are mutually exclusive and exhaustive, $$P(A \cup B \cup C \cup D) = P(A) + P(B) + P(C) + P(D) = 1$$$${1 \over {11}} + {2 \over 7} + {3 \over {11}} + p = 1$$$$p = 1 - \left[ {{1 \over {11}} + {2 \over 7} + {3 \over {11}}} \right] = 1 - {{50} \over {77}} = {{27} \over {77}}$$$$P(D) = {{27} \over {77}}$$ $$P(\overline D ) = {{50} \over {77}}$$

Thus odds against $D$ is $50:27$.



Question 8. Each coefficient in the equation $a{x^2} + bx + c = 0$ is determined by throwing a fair die. Find the probability that the roots of the equation are real. Also find the probability of the roots being real and equal.


Solution : Given that each of the coefficients $a$, $b$ and $c$, take the values from $1$ to $6$, i.e. all the possible outcomes of a fair die.

Since each of them can have $6$ ways, hence total possible equation depends on the total number of ways the coefficients can be filled.

Total possible ways is $6 \times 6 \times 6 = 216$.

Therefore $216$ equations can be formed.

For an equation to have real roots, the discriminant must be greater than or equal to $0$.

$$\begin{equation} \begin{aligned} Disc \ge 0 \\ {b^2} - 4ac \ge 0 \\ {b^2} \ge 4ac \\\end{aligned} \end{equation} $$

The highest value that $b$ can take is the highest value the die can show, i.e. $6$.

Thus $36$ is the highest value that ${b^2}$ can take.

Therefore, $$\begin{equation} \begin{aligned} {b^2} \ge 4ac \\ 36 \ge 4ac\; \\ ac \le 9 \\\end{aligned} \end{equation} $$

And since the values of $a$ and $c$ each depend on the outcome of a die, they cannot be $0$.

Let us now chart them into a table, considering the above derived conditions.


$ac$$a$$c$$4ac$$b$ such that ${b^2} \ge 4ac$
Number of ways
[ways of getting $ac$ x corresponding number of values of $b$ ]
$1$$1$$1$$4$$2,3,4,5,6$$1 \times 5 = 5$
$2$$1$$2$$8$$3,4,5,6$$2 \times 4 = 8$
$2$$1$
$3$$1$$3$$12$$4,5,6$$2 \times 3 = 6$
$3$$1$
$4$$1$$4$$16$$4.5.6$$3 \times 3 = 9$
$2$$2$
$4$$1$
$5$$1$$5$$20$$5,6$$2 \times 2 = 4$
$5$$1$
$6$$1$$6$$24$$5,6$$4 \times 2 = 8$
$2$$3$
$3$$2$
$6$$1$
$7$Not possible.
$8$$2$$4$$32$$6$$2 \times 1 = 2$
$4$$2$
$9$$3$$3$$36$$6$$1 \times 1 = 1$
Thus the total number of ways is $$5 + 8 + 6 + 9 + 4 + 8 + 0 + 2 + 1 = 43$$
This shows that there are $43$ set of numbers for $a$, $b$ and $c$ for which the equation have real roots.
Therefore the probability of getting an equation with real roots by rolling a die for each coefficient is $${{43} \over {216}}$$
Now, for the roots to be real and equal,
$$\begin{equation} \begin{aligned} {b^2} - 4ac = 0 \\ {b^2} = 4ac \\\end{aligned} \end{equation} $$

$b$ ${b^2}$ $ 4ac$ $ac$ $a$ $c$
Number of ways
[ number of values for $b$ x corresponding ways to get $4ac$]
$1$$1$$1$${1 \over 4}$

Not possible, as value of $a$ and $c$ should be a whole number from $1$ to $6$
$2$$4$$4$$1$$1$$1$$1 \times 1 = 1$
$3$$9$$9$${1 \over 4}$

Not possible, as value of $a$ and $c$ should be a whole number from $1$ to $6$
$4$$16$$16$$4$$1$$4$$1 \times 3 = 3$
$4$$1$
$2$$2$
$5$$25$$25$

Not possible, as value of $a$ and $c$ should be a whole number from $1$ to $6$
$6$$36$$36$$9$$3$$3$$1 \times 1=1$

Improve your JEE MAINS score
10 Mock Test
Increase JEE score
by 20 marks
Detailed Explanation results in better understanding
Exclusively for
JEE MAINS and ADVANCED
9 out of 10 got
selected in JEE MAINS
Lets start preparing
DIFFICULTY IN UNDERSTANDING CONCEPTS?
TAKE HELP FROM THINKMERIT DETAILED EXPLANATION..!!!
9 OUT OF 10 STUDENTS UNDERSTOOD