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Birth Weights Data Set 4 鈥淏irths鈥 in Appendix B lists birth weights from babies born at Albany Medical Center, Bellevue Hospital in New York City, Olean General Hospital, and Strong Memorial Hospital in Rochester, New York. After partitioning the birth weights according to the hospital, we get the StatCrunch display shown here. Use a 0.05 significance level to test the claim that the different hospitals have different mean birth weights. Do birth weights appear to be different in urban and rural areas?

Short Answer

Expert verified

The null hypothesis failed to be rejected at a 0.05 significance level.

It can be concluded that the mean birth weights are statistically the same for all hospitals. The result for the difference between the rural and urban areas cannot be described through these outcomes.

Step by step solution

01

Given information

Birth weights were measured at four different hospitals.

The level of significance is 0.05.

02

Identify the hypotheses as per the claim

Let\({\mu _1},{\mu _2},{\mu _3},{\mu _4}\)be the actual mean birth weights of babies born at Albany Medical Center, Bellevue Hospital in New York City, Olean General Hospital, and Strong Memorial Hospital,respectively.

The hypothesis is as follows:

\(\begin{aligned}{l}{H_0}:{\mu _1} = {\mu _2} = {\mu _3} = {\mu _4}\\{H_a}:\;{\rm{at}}\;{\rm{least}}\;{\rm{one}}\;{\mu _i}\;{\rm{is}}\;{\rm{different}}{\rm{.}}\end{aligned}\)

03

Step 3:Identify the P-value from the output

Decision rule:

  • If the p-value is lesser than 0.05, reject the null hypothesis.
  • If the p-value is greater than 0.05, fail to reject the null hypothesis.

The p-value in the StatCrunch output is given in the column with header p-value as 0.3167.

On comparing the p-value with 0.05, it is found to be larger. Consequently, it can be stated that the null hypothesis failed to be rejected.

Thus, it can be concluded that the mean birth weights are statistically equal among all hospitals.

04

Interpret the result

The result states that the birth rates are equal among all hospitals. The difference between the birth weights in urban and rural areas cannot be analyzed using these results since the claim of the test as formulated in the hypotheses captures only the result of the population of birth weights in these four hospitals.

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Most popular questions from this chapter

In Exercises 1鈥5, refer to the following list of departure delay times (min) of American Airline flights from JFK airport in New York to LAX airport in Los Angeles. Assume that the data are samples randomly selected from larger populations.

Flight 3

22

-11

7

0

-5

3

-8

8

Flight 19

19

-4

-5

-1

-4

73

0

1

Flight 21

18

60

142

-1

-11

-1

47

13

Exploring the Data Include appropriate units in all answers.

a. Find the mean for each of the three flights.

b. Find the standard deviation for each of the three flights.

c. Find the variance for each of the three flights.

d. Are there any obvious outliers?

e. What is the level of measurement of the data (nominal, ordinal, interval, ratio)?

Female Pulse Rates and Age Using the pulse rates of females from Data Set 1 鈥淏ody Data鈥 in Appendix B after they are partitioned into the three age brackets of 18鈥25, 26鈥40, and 41鈥80, we get the following Statdisk display. Using a 0.05 significance level, test the claim that females from the three age brackets have the same mean pulse rate. What do you conclude?

Confidence Interval Use the departure delay times for Flight 3 and construct a 95% confidence interval estimate of the population mean. Write a brief statement that interprets the confidence interval.

One vs. Two What is the fundamental difference between one-way analysis of variance and two-way analysis of variance?

Interaction

a. What is an interaction between two factors?

b. In general, when using two-way analysis of variance, if we find that there is an interaction effect, how does that affect the procedure?

c. Shown below is an interaction graph constructed from the data in Exercise 1. What does the graph suggest?

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