In: Statistics and Probability
The assets (in billions of dollars) of the four wealthiest people in a particular country are 33, 30, 19, 12.
Assume that samples of size n=2 are randomly selected with replacement from this population of four values.
a. After identifying the 16 different possible samples and finding the mean of each sample, construct a table representing the sampling distribution of the sample mean. In the table, values of the sample mean that are the same have been combined.
| 
 Xbar  | 
 Probability  | 
 Xbar  | 
 Probability  | 
|
|---|---|---|---|---|
| 
 33  | 
 22.5  | 
|||
| 
 31.5  | 
 21  | 
|||
| 
 30  | 
 19  | 
|||
| 
 26  | 
 15.5  | 
|||
| 
 24.5  | 
 12  | 
a)
below is sampling distribution of sample mean :
| x1 | x2 | probabilityP(x1,x2) | x̅ | |
| 33 | 33 | 1/16 | 33 | |
| 33 | 30 | 1/16 | 31.5 | |
| 33 | 19 | 1/16 | 26 | |
| 33 | 12 | 1/16 | 22.5 | |
| 30 | 33 | 1/16 | 31.5 | |
| 30 | 30 | 1/16 | 30 | |
| 30 | 19 | 1/16 | 24.5 | |
| 30 | 12 | 1/16 | 21 | |
| 19 | 33 | 1/16 | 26 | |
| 19 | 30 | 1/16 | 24.5 | |
| 19 | 19 | 1/16 | 19 | |
| 19 | 12 | 1/16 | 15.5 | |
| 12 | 33 | 1/16 | 22.5 | |
| 12 | 30 | 1/16 | 21 | |
| 12 | 19 | 1/16 | 15.5 | |
| 12 | 12 | 1/16 | 12 | |
| sample | sample | |||
| mean | probability | mean | probability | |
| 33 | 1/16 | 22.5 | 1/8 | |
| 31.5 | 1/8 | 21 | 1/8 | |
| 30 | 1/16 | 19 | 1/16 | |
| 26 | 1/8 | 15.5 | 1/8 | |
| 24.5 | 1/8 | 12 | 1/16 |