In: Statistics and Probability
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 | ||
|
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 |
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