Math Problem Statement

The discrete random variable  RR  is such that  R∈{1,2,4,5}R∈{1,2,4,5}.Given that  P(R=r)=k(r+1)r+2P(R=r)=r+2k(r+1)​, then find.

(a)

The value of the constant  kk.

(b)

P(R⩽3)P(R⩽3).

Solution

To solve the given problem, we'll use the same approach as before. The discrete random variable RR takes on the values {1,2,4,5}\{1, 2, 4, 5\} with probabilities defined by P(R=r)=k(r+1)r+2P(R = r) = \frac{k(r+1)}{r+2}.

Part (a) Find the value of the constant kk.

Since RR is a discrete random variable, the sum of all probabilities must equal 1:

r{1,2,4,5}P(R=r)=1\sum_{r \in \{1, 2, 4, 5\}} P(R = r) = 1

Let's compute each probability:

P(R=1)=k(1+1)1+2=2k3P(R = 1) = \frac{k(1+1)}{1+2} = \frac{2k}{3}

P(R=2)=k(2+1)2+2=3k4P(R = 2) = \frac{k(2+1)}{2+2} = \frac{3k}{4}

P(R=4)=k(4+1)4+2=5k6P(R = 4) = \frac{k(4+1)}{4+2} = \frac{5k}{6}

P(R=5)=k(5+1)5+2=6k7P(R = 5) = \frac{k(5+1)}{5+2} = \frac{6k}{7}

Now, sum these probabilities and set them equal to 1:

2k3+3k4+5k6+6k7=1\frac{2k}{3} + \frac{3k}{4} + \frac{5k}{6} + \frac{6k}{7} = 1

To combine these fractions, find a common denominator. The least common multiple of 3, 4, 6, and 7 is 84:

2k2884+3k2184+5k1484+6k1284=1\frac{2k \cdot 28}{84} + \frac{3k \cdot 21}{84} + \frac{5k \cdot 14}{84} + \frac{6k \cdot 12}{84} = 1

56k84+63k84+70k84+72k84=1\frac{56k}{84} + \frac{63k}{84} + \frac{70k}{84} + \frac{72k}{84} = 1

Combine the numerators:

56k+63k+70k+72k84=1\frac{56k + 63k + 70k + 72k}{84} = 1

261k84=1\frac{261k}{84} = 1

Solving for kk:

k=84261=413k = \frac{84}{261} = \frac{4}{13}

Part (b) Find P(R3)P(R \leq 3).

Since RR can only be 11 or 22 and both are 3\leq 3:

P(R3)=P(R=1)+P(R=2)P(R \leq 3) = P(R = 1) + P(R = 2)

Substitute the value of kk:

P(R=1)=2k3=24133=839P(R = 1) = \frac{2k}{3} = \frac{2 \cdot \frac{4}{13}}{3} = \frac{8}{39}

P(R=2)=3k4=34134=1252=313P(R = 2) = \frac{3k}{4} = \frac{3 \cdot \frac{4}{13}}{4} = \frac{12}{52} = \frac{3}{13}

Adding these probabilities:

P(R3)=839+313P(R \leq 3) = \frac{8}{39} + \frac{3}{13}

To combine these fractions, find a common denominator. The least common multiple of 39 and 13 is 39:

839+33133=839+939=1739\frac{8}{39} + \frac{3 \cdot 3}{13 \cdot 3} = \frac{8}{39} + \frac{9}{39} = \frac{17}{39}

So, the answers are:

  • (a) k=413k = \frac{4}{13}
  • (b) P(R3)=1739P(R \leq 3) = \frac{17}{39}

Would you like further details on any part of this solution or have any questions?

Here are some additional questions you might find useful:

  1. How do you find the least common multiple of denominators?
  2. What is the significance of the sum of probabilities equaling 1 in a probability distribution?
  3. How do you convert a probability fraction into a decimal?
  4. Can you explain more about discrete random variables and their properties?
  5. How can we check if a probability distribution is valid?

Tip: Always double-check your calculations, especially when finding a common denominator and combining fractions.

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Math Problem Analysis

Mathematical Concepts

Probability
Discrete Random Variables
Probability Distribution

Formulas

Probability calculation formula for discrete random variables

Theorems

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Suitable Grade Level

College Level