Question
The price earnings ratios (P/E) is an important tool for stock performance evaluation. U.S bankers want to know whether the mean P/E ratio in their
The price earnings ratios (P/E) is an important tool for stock performance evaluation. U.S bankers
want to know whether the mean P/E ratio in their selected stocks is above the population mean
P/E ratio 19.5. How to form an upper-tail test hypothesis?
A. | H0: = 19.5 H1: 19.5 | |
B. | H0: 19.5 H1: | |
C. | H0: 19.5 H1: > 19.5 | |
D. | H0: 19.5 H1: = 19.5 |
(Continue with question 1) For an upper-tail test of hypothesis by Z or t test:
A. | Reject H0whenZa/2orta/2is larger than the Z ortcritical value. | |
B. | Reject H0whenZaortais larger than the Z ortcritical value. | |
C. | Reject H0whenZa/2orta/2is smaller than the Z ortcritical value. | |
D. | Reject H0whenZaortais smaller than the Z ortcritical value. |
What is a Type II error ?
A. | Reject H0 when H0 is True | |
B. | Do not reject H0 when H0 is True | |
C. | Do not reject H0 whenH0 is False | |
D. | Reject H0 when H0 is False
|
(Continue with question 3) How does the type II error affected by the other factors ?
A. | When increases, increases. | |
B. | When population standard deviation increases, decreases. | |
C. | When sample size increases, decreases. | |
D. | When sample size increases, bothand increase. |
Under a business data analytics project, you collect a sample with sample mean X (x bar) = 30, and
you want to test whether the population mean = 40. How do you form your hypothesis?
A. | H0: = 40 H1: 40 | |
B. | H0: = 30 H1: 30 | |
C. | H0: 40 H1: = 40 | |
D. | H0: 30 H0: = 30 |
(Following question 5). The confidence level for your hypothesis testing is 95%. Perform aZ test for your hypothesis testing, with sample size n= 100 and population mean known = 27.
What is the ZSTATvalue (rounding to three decimal place)?
A. | 3.704 | |
B. | -3.704 | |
C. | 1.711 | |
D. | -1.711 |
(Following question 5&6). Compare the ZSTAT value with Z critical value = +/- 1.96,what conclusion you get?
A. | Do not rejectH0and conclude that H1: 40. | |
B. | Reject H0and conclude that H1: 40. | |
C. | Reject H0and conclude that H1: = 40 | |
D. | Do not rejectH0and conclude that H1: = 40. |
What is a Type I error ?
A. | Reject H0 when H0 is found false. | |
B. | Reject H0when H0 is found true. | |
C. | Did not reject H1 when H1is found false. | |
D. | Did not reject H1 when H1 is found true. |
Determine the upper-tail critical value ta/2 from t table when n = 41 and = 0.05 for doing a two tail test of the hypothesis about population mean.
A. | 2.021 | |
B. | 2.042 | |
C. | 1.684 | |
D. | 1.318 |
Determine the upper-tail critical value ta from t table when n = 41 and = 0.05 for doing a one tail test of the hypothesis about population mean.
A. | 2.021 | |
B. | 2.042 | |
C. | 1.684 | |
D. | 1.318 |
The following information is available for two samples selected from independent normally distributed populations.
PopulationA:n1=30S21=27
PopulationB:n2=31S22=54
What is the value for FSTAT ?
A. | F STAT =6 | |
B. | FSTAT=4 | |
C. | FSTAT=2 | |
D. | FSTAT= 1 |
(Following question 11) The aim of the F test in the above case is to test:
A. | whether there is a difference between the mean of population A and mean of population B. | |
B. | whether there exists a difference between the means of the two populations due to a treatment. | |
C. | whether the two populations have equal variances. | |
D. | whether the model built indicates a good fit between the independent variable and the dependent variable. |
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