Question

In: Statistics and Probability

Appendix B.4 is a table of random numbers that are uniformly distributed. Hence, each digit from...

Appendix B.4 is a table of random numbers that are uniformly distributed. Hence, each digit from 0 through (including) 9 has the same likelihood of occurrence. (Round your answers to 2 decimal places.)

a) Compute the population mean and standard deviation of the uniform distribution of random numbers.

Population mean   
Population Standard Deviation

b) Assume that 10 random samples of five values are selected from a table of random numbers. The results follow. Each row represents a random sample.

7 6 6 7 7
6 2 9 1 8
1 6 8 4 1
1 7 8 4 1
8 2 2 1 7
3 6 8 3 0
8 1 9 5 2
8 7 6 4 6
7 5 4 9 5
6 1 6 6 2


Compute the mean of each sample.


The population mean is
The mean of the first row is
The mean of the second row is
The mean of the third row is
The mean of the fourth row is
The mean of the fifth row is
The mean of the sixth row is
The mean of the seventh row is
The mean of the eighth row is
The mean of the ninth row is
The mean of the tenth row is
The mean of the sample means is

c) Compute the mean and standard deviation of the sample means. Compare the values to the population mean and standard deviation

The mean of the means is . It    close to the population mean
The standard deviation of the sample means is . It is much than the population standard deviation

Solutions

Expert Solution

Since , For Uniform distribution----

Since values are----{0,1,2,3,4,5,6,7,8,9}

Then, Population mean=

Population Standard deviation

Since, I Have used excel to find the mean of the sample and mean of the sample mean and standard deviation of the sample means----

The output is---

The commands Used are----

c) Comparison---

mean of sample mean = 4.94, it is close to Population mean= 4.5

standard deviation of sample means= 0.96, it is much lower than Population Standard Deviation = 2.59


Related Solutions

Use a random number generator to produce 1000 uniformly distributed numbers with a mean of 10, a
Use a random number generator to produce 1000 uniformly distributed numbers with a mean of 10, a minimum of 2, and a maximum of 18. Obtain the mean and the histogram of these numbers, and discuss whether they appear uniformly distributed with the desired mean.
Find each probability P(X; λ), using Table C in Appendix A. a. P(5; 4) b. P(2; 4) c. P(6; 3) Data from in Table C Appendix A
Find each probability P(X; λ), using Table C in Appendix A.a. P(5; 4)b. P(2; 4)c. P(6; 3)Data from in Table C Appendix A
Generate 2500 random numbers that are uniformly distributed between 90 and 160. Prove experimentally that STD...
Generate 2500 random numbers that are uniformly distributed between 90 and 160. Prove experimentally that STD of sample means = STD of Population/sqrt(sample size) for sample sizes of 10 and 100. How close is your calculation of STD of sample means to the theoretical approximation? Keep number of samples in each case equal to sample size. Repeat for normal and weibull (also between 90 and 160). What does it say about STD of sample means as you increase your sample...
Find each probability P(X; λ) using Table C in Appendix A. a. P(10; 7) b. P(9; 8) c. P(3; 4) Data from in Table C Appendix A
Find each probability P(X; λ) using Table C in Appendix A.a. P(10; 7)b. P(9; 8)c. P(3; 4) Data from in Table C Appendix A 
Let X and Y be independent continuous random variables, with each one uniformly distributed in the...
Let X and Y be independent continuous random variables, with each one uniformly distributed in the interval from 0 to1. Compute the probability of the following event. XY<=1/7
Given the following information, use Table B.4 in Appendix B to determine whether the correlations are...
Given the following information, use Table B.4 in Appendix B to determine whether the correlations are significant and how you would interpret the results. 1. The correlation between speed and strength for 20 women is .567. Test these results at the .01 level using a one-tailed test. 2. The correlation between the number correct on a math test and the time it takes to complete the test is -.45. Test whether this correlation is significant for 80 children at the...
a) How many 3-digit numbers are there? b) How many 3-digit numbers can you make with...
a) How many 3-digit numbers are there? b) How many 3-digit numbers can you make with all three digits different? c) How many of the numbers is part b) are odd?
Let A, B, and C be independent random variables, uniformly distributed over [0,4], [0,2], and [0,3]...
Let A, B, and C be independent random variables, uniformly distributed over [0,4], [0,2], and [0,3] respectively. What is the probability that both roots of the equation Ax2+Bx+C=0 are real?
Random variable X is uniformly distributed over the interval [2, b]. Given: P { |X –...
Random variable X is uniformly distributed over the interval [2, b]. Given: P { |X – 4 | > 4} = 0. 8. a) Find P { 0 < X < 5}
Four numbers are selected without replacement from the set of 1,2,3,4,5,6,7 to form a 4 digit...
Four numbers are selected without replacement from the set of 1,2,3,4,5,6,7 to form a 4 digit number. What is the probability that the number is greater than 5432?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT