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umka21 [38]
3 years ago
5

Determine whether the ratios are proportional:

Mathematics
1 answer:
In-s [12.5K]3 years ago
8 0
The first one is not proportional and the second one is proportional 
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Over 500 million tweets are sent per day (digital Marketing ramblings website, December 15, 2014). Assume that the number of twe
Aleksandr [31]

Answer:

(a) The probability that Bob receives no tweets during his lunch hour is 0.0002.

(b) The probability that Bob receives at least 4 tweets during his lunch hour is 0.9190.

(c) The expected number of tweets Bob receives during the first 30 minutes of his lunch hour is 3.5.

(d) The probability that Bob receives no tweets during the first 30 minutes of his lunch hour is 0.0302.

Step-by-step explanation:

Let <em>X</em> = number of tweets.

The random variable <em>X</em> follows a Poisson distribution with parameter <em>λ</em> = 7.

The probability mass function of a Poisson distribution is:

P(X=x)=\frac{e^{-7}(7)^{x}}{x!};\ x=0, 1, 2, 3...

(a)

Compute the probability that Bob receives no tweets during his lunch hour as follows:

P(X=0)=\frac{e^{-7}(7)^{0}}{0!}\\=\frac{0.000192\times1}{1} \\=0.000192\\\approx0.0002

Thus, the probability that Bob receives no tweets during his lunch hour is 0.0002.

(b)

Compute the probability that Bob receives at least 4 tweets during his lunch hour as follows:

P (X ≥ 4) = 1 - P (X < 4)

              = 1 - P (X = 0) - P (X = 1) - P (X = 2) - P (X = 3)

              =1-\frac{e^{-7}(7)^{0}}{0!}-\frac{e^{-7}(7)^{1}}{1!}-\frac{e^{-7}(7)^{2}}{2!} - \frac{e^{-7}(7)^{3}}{3!}\\=1-0.0002-0.0064-0.0223-0.0521\\=0.9190

Thus, the probability that Bob receives at least 4 tweets during his lunch hour is 0.9190.

(c)

The average number of tweets in 60 minutes is 7.

Then the average number of tweets in 1 minute is, \frac{7}{60}.

Hence, the average number of tweets during 30 minutes is, \frac{7}{60}\times30=3.5

Thus, the expected number of tweets Bob receives during the first 30 minutes of his lunch hour is 3.5.

(d)

Compute the probability that Bob receives no tweets during the first 30 minutes of his lunch hour as follows:

P(No\ tweets) = \frac{e^{-3.5}(3.5)^{0}}{0!}=\frac{0.0302\times1}{1} =0.0302

Thus, the probability that Bob receives no tweets during the first 30 minutes of his lunch hour is 0.0302.

3 0
4 years ago
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