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JEE Main 2023
Statistics & Probability
Probability
Medium

Question

Let B i (i = 1, 2, 3) be three independent events in a sample space. The probability that only B 1 occur is α\alpha , only B 2 occurs is β\beta and only B 3 occurs is γ\gamma . Let p be the probability that none of the events B i occurs and these 4 probabilities satisfy the equations (α2β)p=αβ\left( {\alpha - 2\beta } \right)p = \alpha \beta and (β3γ)p=2βγ\left( {\beta - 3\gamma } \right)p = 2\beta \gamma (All the probabilities are assumed to lie in the interval (0, 1)). Then P(B1)P(B3){{P\left( {{B_1}} \right)} \over {P\left( {{B_3}} \right)}} is equal to ________.

Answer: 1

Solution

1. Key Concepts and Formulas

  • Independent Events: If events A1,A2,,AnA_1, A_2, \ldots, A_n are independent, then the probability of their intersection is the product of their individual probabilities: P(A1A2An)=P(A1)P(A2)P(An)P(A_1 \cap A_2 \cap \ldots \cap A_n) = P(A_1)P(A_2)\ldots P(A_n). Importantly, if events are independent, their complements are also independent. For example, B1,B2c,B3cB_1, B_2^c, B_3^c are independent.
  • Complement of an Event: The probability of an event's complement AcA^c is P(Ac)=1P(A)P(A^c) = 1 - P(A).
  • Probabilities in (0, 1): All probabilities are strictly between 0 and 1, meaning no event has a probability of 0 or 1. This ensures that we can safely divide by any probability term without risking division by zero.

2. Step-by-Step Solution

Step 1: Define variables for event probabilities and their complements. Let P(B1)=xP(B_1) = x, P(B2)=yP(B_2) = y, and P(B3)=zP(B_3) = z. Since P(Bi)(0,1)P(B_i) \in (0, 1), we have 0<x,y,z<10 < x, y, z < 1. Consequently, the probabilities of their complements are:

  • P(B1c)=1xP(B_1^c) = 1-x
  • P(B2c)=1yP(B_2^c) = 1-y
  • P(B3c)=1zP(B_3^c) = 1-z These are also in (0,1)(0, 1).

Step 2: Express α,β,γ,p\alpha, \beta, \gamma, p in terms of x,y,zx, y, z. We use the definition of independent events and their complements:

  • α\alpha (only B1B_1 occurs): B1B_1 occurs, B2B_2 does not, and B3B_3 does not. α=P(B1B2cB3c)=P(B1)P(B2c)P(B3c)=x(1y)(1z)\alpha = P(B_1 \cap B_2^c \cap B_3^c) = P(B_1)P(B_2^c)P(B_3^c) = x(1-y)(1-z)
  • β\beta (only B2B_2 occurs): β=P(B1cB2B3c)=P(B1c)P(B2)P(B3c)=(1x)y(1z)\beta = P(B_1^c \cap B_2 \cap B_3^c) = P(B_1^c)P(B_2)P(B_3^c) = (1-x)y(1-z)
  • γ\gamma (only B3B_3 occurs): γ=P(B1cB2cB3)=P(B1c)P(B2c)P(B3)=(1x)(1y)z\gamma = P(B_1^c \cap B_2^c \cap B_3) = P(B_1^c)P(B_2^c)P(B_3) = (1-x)(1-y)z
  • pp (none of the events occurs): p=P(B1cB2cB3c)=P(B1c)P(B2c)P(B3c)=(1x)(1y)(1z)p = P(B_1^c \cap B_2^c \cap B_3^c) = P(B_1^c)P(B_2^c)P(B_3^c) = (1-x)(1-y)(1-z) All α,β,γ,p\alpha, \beta, \gamma, p are in (0,1)(0, 1), so they are non-zero.

Step 3: Simplify the first given equation to find a relationship between xx and yy. The first equation is (α2β)p=αβ(\alpha - 2\beta)p = \alpha\beta. Since α,β,p\alpha, \beta, p are non-zero, we can divide the entire equation by αβp\alpha\beta p: (α2β)pαβp=αβαβp\frac{(\alpha - 2\beta)p}{\alpha\beta p} = \frac{\alpha\beta}{\alpha\beta p} 1β2α=1p\frac{1}{\beta} - \frac{2}{\alpha} = \frac{1}{p} Now, substitute the expressions from Step 2: 1(1x)y(1z)2x(1y)(1z)=1(1x)(1y)(1z)\frac{1}{(1-x)y(1-z)} - \frac{2}{x(1-y)(1-z)} = \frac{1}{(1-x)(1-y)(1-z)} Multiply both sides by the common factor (1x)(1y)(1z)(1-x)(1-y)(1-z) (which is pp, and p0p \neq 0): (1x)(1y)(1z)(1x)y(1z)2(1x)(1y)(1z)x(1y)(1z)=(1x)(1y)(1z)(1x)(1y)(1z)\frac{(1-x)(1-y)(1-z)}{(1-x)y(1-z)} - \frac{2(1-x)(1-y)(1-z)}{x(1-y)(1-z)} = \frac{(1-x)(1-y)(1-z)}{(1-x)(1-y)(1-z)} Simplify the terms by canceling common factors: 1yy2(1x)x=1\frac{1-y}{y} - \frac{2(1-x)}{x} = 1 Split the fractions: (1y1)2(1x1)=1\left(\frac{1}{y} - 1\right) - 2\left(\frac{1}{x} - 1\right) = 1 1y12x+2=1\frac{1}{y} - 1 - \frac{2}{x} + 2 = 1 1y2x+1=1\frac{1}{y} - \frac{2}{x} + 1 = 1 Subtract 1 from both sides: 1y2x=0\frac{1}{y} - \frac{2}{x} = 0 1y=2x\frac{1}{y} = \frac{2}{x} Cross-multiply to get the relationship: x=2yx = 2y

Step 4: Simplify the second given equation to find a relationship between yy and zz. The second equation is (β3γ)p=2βγ(\beta - 3\gamma)p = 2\beta\gamma. Since β,γ,p\beta, \gamma, p are non-zero, divide the entire equation by βγp\beta\gamma p: (β3γ)pβγp=2βγβγp\frac{(\beta - 3\gamma)p}{\beta\gamma p} = \frac{2\beta\gamma}{\beta\gamma p} 1γ3β=2p\frac{1}{\gamma} - \frac{3}{\beta} = \frac{2}{p} Now, substitute the expressions from Step 2: 1(1x)(1y)z3(1x)y(1z)=2(1x)(1y)(1z)\frac{1}{(1-x)(1-y)z} - \frac{3}{(1-x)y(1-z)} = \frac{2}{(1-x)(1-y)(1-z)} Multiply both sides by the common factor (1x)(1y)(1z)(1-x)(1-y)(1-z) (which is pp, and p0p \neq 0): (1x)(1y)(1z)(1x)(1y)z3(1x)(1y)(1z)(1x)y(1z)=2(1x)(1y)(1z)(1x)(1y)(1z)\frac{(1-x)(1-y)(1-z)}{(1-x)(1-y)z} - \frac{3(1-x)(1-y)(1-z)}{(1-x)y(1-z)} = \frac{2(1-x)(1-y)(1-z)}{(1-x)(1-y)(1-z)} Simplify the terms by canceling common factors: 1zz3(1y)y=2\frac{1-z}{z} - \frac{3(1-y)}{y} = 2 Split the fractions: (1z1)3(1y1)=2\left(\frac{1}{z} - 1\right) - 3\left(\frac{1}{y} - 1\right) = 2 1z13y+3=2\frac{1}{z} - 1 - \frac{3}{y} + 3 = 2 1z3y+2=2\frac{1}{z} - \frac{3}{y} + 2 = 2 Subtract 2 from both sides: 1z3y=0\frac{1}{z} - \frac{3}{y} = 0 1z=3y\frac{1}{z} = \frac{3}{y} Cross-multiply to get the relationship: y=3zy = 3z

Step 5: Calculate the required ratio P(B1)P(B3)\frac{P(B_1)}{P(B_3)}. We have found two relationships:

  1. x=2yx = 2y
  2. y=3zy = 3z Substitute the expression for yy from the second relationship into the first relationship: x=2(3z)x = 2(3z) x=6zx = 6z Now, find the ratio P(B1)P(B3)=xz\frac{P(B_1)}{P(B_3)} = \frac{x}{z}: xz=6\frac{x}{z} = 6

3. Common Mistakes & Tips

  • Division by Zero: Always ensure that terms you are dividing by are non-zero. The problem statement "All probabilities are assumed to lie in the interval (0, 1)" is crucial here, as it guarantees x,y,z,(1x),(1y),(1z)x, y, z, (1-x), (1-y), (1-z) are all non-zero. This in turn makes α,β,γ,p\alpha, \beta, \gamma, p non-zero, allowing for safe division.
  • Algebraic Errors: Be careful when expanding and combining terms. The method of simplifying 1AkB=C\frac{1}{A} - \frac{k}{B} = C by multiplying by the common denominator ABCABC and then canceling terms can be error-prone. A safer way, as used in this solution, is to keep the fractions and simplify them as (1A1)\left(\frac{1}{A}-1\right) etc.
  • Understanding Independence: Remember that if events BiB_i are independent, then any combination of BiB_i and BicB_i^c are also independent. This is key to writing α,β,γ,p\alpha, \beta, \gamma, p correctly.

4. Summary

This problem required us to translate a scenario involving independent events into algebraic equations using their probabilities. By defining P(B1)=xP(B_1)=x, P(B2)=yP(B_2)=y, and P(B3)=zP(B_3)=z, we expressed the given probabilities α,β,γ,p\alpha, \beta, \gamma, p in terms of x,y,zx, y, z. We then systematically simplified the two given equations, leveraging the fact that all probabilities are in (0,1)(0,1) to allow for division by non-zero terms. This led to two key relationships: x=2yx=2y and y=3zy=3z. Combining these relationships, we found that x=6zx=6z, from which the desired ratio P(B1)P(B3)\frac{P(B_1)}{P(B_3)} was determined.

5. Final Answer

The final answer is 6\boxed{6}.

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