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Construct a 95% confidence interval for the population mean weight of newborn elephants. State the confidence interval, sketch the graph and calculate the error bound.

Short Answer

Expert verified

We estimate with 95% confidence that the true population for weight of newborn elephants is between 239.84 and 248.16.

Step by step solution

01

Given Information

Fifty newborn elephants are weighed. The sample mean is 244 pounds. The sample standard deviation is 11 pounds.

02

Explanation 

If xis the sample mean of a random sample of size nfrom a normal population with unknown variance 2,

x-z2nx+z2n

where z2is the upper 1002percentage point of the standard normal distribution.

The standard deviation of the weights of elephants is known to be approximately =15pounds. A random sample size n=50and a sample mean x=244pounds.

We need find a 95% confidence interval estimate for the population mean weight of newborn elephants. Therefore,

2=1-0.952=0.025z2=z0.025=1.96
03

Explanation

The previous implication was obtained on a probability table for the standard normal distribution.

From (1) and (2) we get

244-1.961550244+1.961550

Therefore, 95%Cl for is

239.84248.16

We estimate with 95%confidence that the true population for weight of newborn elephants is between 239.84and 248.16

Ninety percent of all confidence intervals constructed in this way contain the true mean statistics exam score. For example, if we constructed 100of these confidence intervals, we would expect 95of them to contain the true population mean.

04

Final Answer

Confidence interval CI=(239.84,248.16)

The graph:

Error bpundEBM:4.16

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