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Yuki888 [10]
3 years ago
5

The number of bacteria in a certain population increases according to a continuous exponential growth model, with a growth rate

parameter of 9.8% per hour. How many hours does it take for the size of the sample to double?
Do not round any intermediate computations, and round to the nearest hundredth.
Mathematics
1 answer:
Dvinal [7]3 years ago
5 0
Bacteria population increases by 9.8% per hour.
Population = (1.098)^hours
Solving this for time we get:<span>
</span><span>
</span><span>Time = log(ending amount / beginning amount) ÷ log (1 + rate)</span>

<span />
Since we must solve the problem for the population to double, we'll say 
beginning amount = 100 and ending amount = 200
Time = log(200 / 100) ÷ log (1 + .098)

Time = log(2) ÷ log (1.098)
Time = 0.30102999566 / 0.040602340114
Time = <span> <span> <span> 7.4141045766 Hours </span></span></span>

<span><span><span /></span></span>Time = 7.41 Hours (rounded to nearest hundredth.

Source:
http://www.1728.org/expgrwth.htm
<span><span /></span>
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The minimum sample size required for the estimate is 345.

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We have that to find our \alpha level, that is the subtraction of 1 by the confidence interval divided by 2. So:

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Now, we have to find z in the Ztable as such z has a pvalue of 1 - \alpha.

That is z with a pvalue of 1 - 0.025 = 0.975, so Z = 1.96.

Now, find the margin of error M as such

M = z\frac{\sigma}{\sqrt{n}}

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The standard deviation is known to be 1.8.

This means that \sigma = 1.8

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This is n for which M = 0.19. So

M = z\frac{\sigma}{\sqrt{n}}

0.19 = 1.96\frac{1.8}{\sqrt{n}}

0.19\sqrt{n} = 1.96*1.8

\sqrt{n} = \frac{1.96*1.8}{0.19}

(\sqrt{n})^2 = (\frac{1.96*1.8}{0.19})^2

n = 344.8

Rounding up to the next integer:

The minimum sample size required for the estimate is 345.

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