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Researchers in Norway analyzed data on the birth weights of 400,000newborns over a six-year period. The distribution of birth weights is approximately Normal with a mean of 3668grams and a standard deviation of 511grams.9In this population, the range (maximum 鈥 minimum) of birth weights is 3417grams. We used Fathom software to take 500 SRSs of size n=5and calculate the range (maximum 鈥 minimum) for each sample. The dotplot below shows the results.

(a) Is the sample range an unbiased estimator of the population range? Give evidence from the graph above to support your answer.

(b) Explain how we could decrease the variability of the sampling distribution of the sample range.

Short Answer

Expert verified

a) The population range may be estimated unbiasedly using the sample range.

b) By increasing the sample size, the variability in the distribution can be reduced.

Step by step solution

01

Part(a) Step 1: Given information

Given in the question that, Researchers in Norway analyzed data on the birth weights of 400,000newborns over a six-year period. The distribution of birth weights is approximately Normal with a mean of 3668grams and a standard deviation of511grams.9In this population, the range (maximum 鈥 minimum) of birth weights is 3417grams. We used Fathom software to take500SRSs of size n=5and calculate the range (maximum 鈥 minimum) for each sample. The dotplot below shows the results.

we need to find that whether the sample range is an unbiased estimator of the population range.

02

Part(a) Step 2: Explanation

Given,

For the sample range to be an unbiased estimator of the population range, the range of the dot plot for every one of the samples should be same. However, here no sample is containing a similar range. Consequently, it's anything but an unbiased estimator of the population range.

03

Part(b) Step 1: Given information

Given in the question that, Researchers in Norway analyzed data on the birth weights of 400,000newborns over a six-year period. The distribution of birth weights is approximately Normal with a mean of 3668grams and a standard deviation of 511grams.9In this population, the range (maximum 鈥 minimum) of birth weights is 3417 grams. We used Fathom software to take 500 SRSs of sizen=5and calculate the range (maximum 鈥 minimum) for each sample. The dotplot below shows the results.

We need to Explain that how we can decrease the variability of the sampling distribution of the sample range.

04

Part(b) Step 2: Explanation

The variability in the distribution could be diminished by expanding the sample size. Along these lines, to decrease the variability sample size should be expanded.

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Most popular questions from this chapter

Doing homework Refer to Exercise 9.

(a) Make a graph of the population distribution given that there are 3000 students in the school. (Hint: What type of variable is being measured?)

(b) Sketch a possible graph of the distribution of sample data for the SRS of size 100 taken by the AP Statistics students.

AP2.24. Every 17years, swarms of cicadas emerge from the ground in the eastern United States, live for about six weeks, and then die. (There are several different 鈥渂roods,鈥 so we experience cicada eruptions more often than every 17years.) There are so many cicadas that their dead bodies can serve as fertilizer and increase plant growth. In a study, a researcher added 10cicadas under 39randomly selected plants in a natural plot of American bell flowers on the forest floor, leaving other plants undisturbed. One of the response variables measured was the size of seeds produced by the plants. Here are the box plots and summary statistics of seed mass (in milligrams) for 39cicada plants and 33undisturbed (control) plants:

Variable: n Minimum Q1 Median Q3 Maximum

Cicada plants: 39 0.17 0.22 0.25 0.28 0.35
Control plants: 33 0.14 0.19 0.25 0.26 0.29
(a) Is this an observational study or an experiment? Explain.
(b) Based on the graphical displays, which distribution has
the larger mean? Justify your answer.
(c) Do the data support the idea that dead cicadas can
serve as fertilizer? Give graphical and numerical evidence
to support your conclusion.

On a New York鈥搕o鈥揇enver flight, 8% of the 125 passengers were selected for random security screening before boarding. According to the Transportation Security Administration, 10% of passengers at this airport are chosen for random screening.

1) State whether it is a parameter or a statistic and (2)use appropriate notation to describe each

number; for example, p = 0.65.

Get your bearings A large container of ball bearings has mean diameter 2.5003 centimeters (cm). This is within the specifications for acceptance of the container by the purchaser. By chance, an inspector chooses 100 bearings from the container that have a mean diameter of 2.5009 cm. Because this is outside the

When people order books from a popular online source, they are shipped in standard-sized boxes. Suppose that the mean weight of the boxes is1.5pounds with a standard deviation of 0.3pounds, the mean weight of the packing material is 0.5pounds with a standard deviation of 0.1 pounds, and the mean weight of the books shipped is12 pounds with a
standard deviation of3 pounds. Assuming that the weights are independent, what is the standard deviation of the total weight of the boxes that are shipped from this source?
(a)1.84
(b) 2.60

(c) 3.02

(d) 3.40

(e)9.10

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