ECO 578 Summer I 2016

Part A: Answer the following questions (1-10)

1.       What are the measures of central tendency?

 

 

2.       What are the characteristics of mean, median, and mode?

 

 

 

 

3.       What is the sampling error?

 

 

4.       Name 6 reasons why we use samples instead of an entire population.

 

 

 

5.       Name measures of spread or variability.

 

 

 

 

6.       Explain the concept of error and uncertainty as it relates to decision making.

 

 

 

7.       As discussed in the class live, what are 3 ways of calculating R2?

 

 

 

8.       Suppose the classes for an organized set of data are as follows: please fill in the A column and answer the B question.

Class A. B.
Mid-Point What is the value of class width?
0.235 – 0.875  
0.875 – 1.515  
1.515 – 2.155  

9.       Into which class is the value 14.6 assigned? (Circle your answer)

Class
a. 11.2 – 12.9
b. 12.9 – 14.6
c. 14.6 – 16.3

10.   What is the standard deviation for these data: 3.784, 3.784, and 3.784

 

Part B: True or False (11-30)

______11. The random sample is the most important, because statistical theory applies to it alone.

______12. In a frequency distribution, the class mark is the number of observations that fall within that class.

______13. Original class interval frequencies can be obtained by multiplying the respective relative frequencies by the total number of observations.

______14. The sum of the class frequencies is equal to the number of observations made.

______15. Planning is the most important step in statistical studies.

______16. Systematic, stratified and cluster sampling are not approximations to simple random sampling.

______17. A relative frequency distribution describes the proportion of data values that fall within each category.

______18. There would be no need for statistical theory if census, rather than a sample was always used to obtain information about populations.

______19.  is

______20. The median always exists in a set of numerical data.

______21.  means that A and B are mutually exclusive events.

______22.Mutually exclusive events imply that if one event occurs, the other cannot occur. An event (e.g.,) and its complement are always mutually exclusive.

______23.

______24.When events are not mutually exclusive, the rule is:

______25. Rule of addition when event are mutually exclusives:

______26.  is not

______27. Events are independent when the occurrence of one event has no effect on the probability that another will occur.

______28.The P(x) is always 0 ≤ P(x) ≤ 1.

______29. The mean of the discrete probability distribution for a discrete random variable is called its expected value.

______30. A random variable is a variable that can take different values according to the outcome of an experiment, and it can be either discrete or continuous.

 

 

 

Part C: Multiple Choice (31–40)

Use the following data to answer question 31-36 :

20 31 45 54 38 33 22 45 17

 

_____ 31. The Mode is______

a.       33                     b. 34                      c. 38                       d. 45

_____ 32. The 50th percentileis______

a.       33                     b. 35                      c. 45.5                   d. 45

_____ 33. The Mean is______

a.       33.89               b. 34.89                c. 38.13                 d. 32.13

_____ 34. The Variance is______

a.       139.43            b. 162.11              c. 154.27               d. 149.07

_____ 35. The Standard deviation is______

a.       11.81               b. 12.73                c. 12.42                 d. 12.21

_____ 36. The Range is______

a.       25                     b. 28                      c. 34                       d. 37

 

Select the best answer for question 37-40 :

_____ 37. The simplest measure of dispersion is the

a. Standard deviation.                    b. Variance.

c. Quartile deviation                       d. Range

_____ 38. The largest value in a set of data is 240, and the lowest value is 100. If the resulting frequency distribution is to have seven classes of equal width, what will be the class width?

a. 12                       b. 7                         c. 5                         d. 20

_____ 39. For the values 10, 20, 30, 40, and 50, the average absolute deviation from the mean is

a. 10                       b. 15                      c. 12                       d. 14

_____ 40. A simple random sample for five executives who went on a diet on their doctor’s order report the following numbers of pounds lost during their first two weeks on the diet: 5,8,3,7,8. What is the variance for this sample?

a. 4.7                     b. 3.76                   c. 1.94                   d. 2.17

 

 

Part D:Must show all your work step by step in order to receive full credit; Excel is not allowed. (41-55)

 

41.   Use the given information to answer the following questions:

 

X 0 1
f 9 1

 

a.      Range  

 

 

 

b.      Variance

 

 

 

 

 

 

c.       Standard deviation  

 

 

 

 

42.   Use the given information to answer the following question

 

Y X
3 1
9 5

 

a) Compute the value of

 

 

 

 

 

 

 

 

 

 

 

b)   Compute the value of

 

c)    Interpret the meaning of

 

 

 

 

 

d)   Find the regression equation.

 

 

43.   The length of stay in a hospital for major surgery is recorded for a sample of 48 patients: (a-h)

Length of Stay (Days) 12 13 14 15
Patient Count 22 2 8 16

 

a) Mean

 

 

 

 

 

 

 

 

 

 

b)      Median
c)Mode

 

 

 

 

 

 

d)  Range

 

e)    Variance

 

 

 

 

 

 

 

 

 

 

f)    Standard deviation

 

 

 

g)95th Percentile

 

 

 

 

 

 

 

 

 

 

 

 

 

 

h)  3nd Quartile

 

44.    Use the problem number 3 on page 3-19 to fill and complete table, then answers the following questions (a-h). (**Using D-Method)

Score Frequency Mid-point (X) Cf d df   f
        -2      
        -1      
        0      
        1      
        2      
Total            

 

a) Mean

 

 

 

 

 

 

 

 

 

b)      Median
c)Mode

 

 

 

 

d)  Range

 

e)    Variance

 

 

 

 

 

 

 

 

 

f)    Standard deviation

 

 

 

g)45th Percentile

 

 

 

 

 

 

 

 

 

 

h)  1st Quartile

 

45.   Please fill and complete the following table, then answer the following questions (a-h). (**Using D-Method)

Age (in years) Frequency Mid-point (X) Cf fx d df d2 fd2
20 – 24 10       -3      
25 – 29 19       -2      
30 – 34 27       -1      
35 – 39 16       0      
40 – 44 10       1      
45 – 49 6       2      
50 – 54 5       3      
55 – 59 3       4      
Total              

 

a) Mean

 

 

 

 

 

 

 

 

b)   Median
c)Mode

 

 

 

d)  Range

 

e)    Variance

 

 

 

 

 

 

 

 

 

f)    Standard deviation

 

 

 

g)45th Percentile

 

 

 

 

 

 

 

 

 

 

h)  1st Quartile

 

46.   Use problem 11 on page 4-11 to answer the following questions (a-e):

 

a)      Find

 

 

 

 

 

 

 

 

 

 

b)      Find
c)       Interpret the meaning of

 

 

 

 

d)      Find the regression equation

 

 

e)      Predict the average value of Y for X=6

 

 

 

 

 

 

47.    Work on problem 33 on page 5-19 (a-d):

 

a)

 

 

 

 

 

 

b)

 

 

c)

 

 

 

 

 

 

d)

 

48.    Use the information from problem 15 on page 4-12 to fill in the given table, then answer the following questions (a-g). Giving that Y=Income, X=Expense

Area Y ($1000) X ($1000) XY X2 Y2
Income Rate Average Expense
     
     
     
     
     
     
     
Total

 

a) Compute the value of

 

 

 

 

 

 

 

 

 

 

b)      Compute the value of

 

c)    Interpret the meaning of

 

 

 

 

 

d)   Find the regression equation.

 

e)   Compute the Coefficient of determination.

 

 

 

 

 

 

 

 

 

 

f)    Predict the income rate for an area with an average expense of $75

 

g)   Interpret the Coefficient of determination

 

 

 

 

49.   Please fill in the blank and answer the following questions:

SUMMARY OUTPUT
Regression Statistics
Multiple R __________
R Square __________
Adjusted R Square 0.125
Standard Error __________
Observations __________
ANOVA
  df SS MS F Significance F
Regression 1 0.828 __________ __________ 0.2308
Residual __________ 2.227 __________
Total 6 __________
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 112.413 9.484 11.853 7.52722E-05 88.033 136.793 __________ __________
X -19.137 14.033 -1.364 0.231 -55.211 16.937 __________ __________

 

a)      What is

 

 

 

 

 

 

 

b)      What is
c)       Interpret the meaning of

 

 

 

 

 

 

d)      What is the regression equation

 

 

e)      What is the coefficient of determination

 

 

 

 

 

f)       What is the coefficient of correlation

 

g)      Interpret the coefficient of determination

 

 

 

 

 

h)      Interpret the coefficient of correlation

 

 

 

50.   Work on problem 5 on page 5-13

 

a)

 

 

 

 

 

 

 

b)
c)

 

 

 

 

 

 

 

 

51.   Work on problem 16 on page 5-15 only part b (1-7).

 

1)

 

 

 

 

 

 

2)
3)

 

 

 

 

 

 

4)
5)

 

 

 

 

 

 

6)
7)

 

 

 

 

 

52.   Work problem number 5 on page 6-13 (a-e).

a)

 

 

 

 

b)
c)

 

 

 

d)
e)

 

 

 

53.    Work on problem 13 on page 6-15

a)

 

 

 

b)

 

 

c)

 

 

d)

 

e)

 

 

54.   Use problem number 4 on page 6-22 to fill in the table and answer the following questions (a-c).

 

X P[X=x] (X)(P[X=x]) [X-E(X)] [X-E(X)]2 [X-E(X)]2 P[X=x]
0
1
2
3
4
5          
6
Total          

 

a) Expected value

 

b) Variance
c) Standard deviation

 

 

55.    Work on problem 8 on page 6-14 (a-b):

a)

 

 

 

 

 

 

 

 

b)

 

 

 

 

 

 

 

 

 

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