Gestation Periods of Humans. mean of 266 days and a standard deviation of 16 days.

a. Use the technology of your choice to simulate four random samples of 50 human gestation periods each.

b. Obtain a normal probability plot of each sample in part (a).

c. Are the normal probability plots in part (b) what you expected? Explain your answer.

Short Answer

Expert verified

a. The solution is random samples of 50human gestation periods each.

b. The normal probability plot will be

c. As we can see in the figure the population distribution is normally distributed.

Step by step solution

01

Part (a) Step 1: Given Information 

Simulate the random human gestation period using technology of your choice.

02

Part (a) Step 2: Explanation 

The number of samples, standard deviation and mean is given,

n=50

STD=16

Mean=266

Let's take n=50

Then, in MATLAB, generate a random matrix with a standard deviation of and a mean of.

To make a matrix, we'll utilize the "norminv" function.

We'll use the function "rand" (50,1)to generate a random sample.

03

Part (a) Step 3: Explanation 

Program:

Query:

We started by determining the quantity of samples.

Then, using the "norminv" function, make a matrix with a standard deviation of 16and a mean of 266.

04

Part (b) Step 1: Given Information 

Create a normal probability plot for the random sample from part (a).

05

Part (b) Step 2: Explanation 

Let's take n=50

Create a random matrix in MATLAB with a standard deviation of 16and a mean of 266

To make a matrix, we'll utilize the "norminv" function.

We'll use the function "rand (50,1)" to generate a random sample.

Then, using the function "normplot," make a normal probability plot.

06

Part (b) Step 3: Explanation

Program,

Query:

We started by determining the quantity of samples.

Then, with the help of the "norminv" function, generate a matrix with a standard deviation of 16and a mean of 266.

Then, using the function "normplot," draw a graph for normal probability.

07

Part (c) Step 1: Given Information 

Explain your answer what would you expect from normal probability plot from part (b).

08

Part (c) Step 2: Explanation 

If the probability plot is regular linear, the variables are approximately normally distributed.

The variables are not approximately normally distributed if the plot is not regular linear.

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Most popular questions from this chapter

From the U.S. Census Bureau, in the document International Data Base, we obtained data on the total fertility rates for women in various countries. Those data are presented on the WeissStats site. The total fertility rate gives the average number of children that would be born if all women in a given country lived to the end of their childbearing years and, at each year of age, they experienced the birth rates occurring in the specified year. Use the technology of your choice to decide whether total fertility rates for countries appear to be approximately normally distributed. Explain your answer.

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