10a) Do customers spend more after the Promotion than they did before (i.e., their Pre versus Post Promotion spending)? Test this question with all the data, then again with only those people who accepted the offer.
10b Does the market research data match the way people really spend in this database? To answer this question, test whether High/Med High spenders actually spend more than Low/Medium Low spenders on the Pre-Promotion values (you can ignore the Average spenders in this analysis). Perform any follow-up tests as appropriate.
| Customer ID | Promotion Offer | Enrolled in Program | Pre Promotion Avg Spend | Post Promotion Avg Spend | Marketing Segment |
| 1 | Free Flight Insurance | Yes | 150.39 | 246.32 | Average Spender |
| 2 | Double Miles + Free Flight Insurance | Yes | 90.32 | 182.8 | Low Spender |
| 3 | Double Miles | Yes | 14.93 | 20.55 | Low Spender |
| 4 | Double Miles | Yes | 45.86 | 75.25 | Average Spender |
| 5 | No Offer | No | 257.89 | 397.05 | Med Low Spender |
| 6 | Free Flight Insurance | Yes | 864.59 | 1098.3 | Med High Spender |
| 7 | Double Miles | No | 137 | 94.76 | Low Spender |
| 8 | No Offer | No | 1152.27 | 781.75 | Med High Spender |
| 9 | Double Miles | Yes | 25.82 | 144.57 | Average Spender |
| 10 | Double Miles + Free Flight Insurance | Yes | 1540.66 | 1605.88 | High Spender |
| 11 | Free Flight Insurance | Yes | 253.61 | 312.15 | Average Spender |
| 12 | Double Miles + Free Flight Insurance | No | 37.4 | 47.78 | Low Spender |
| 13 | Free Flight Insurance | Yes | 1150.51 | 806.47 | Med High Spender |
| 14 | Double Miles + Free Flight Insurance | Yes | 22.34 | 545.82 | Average Spender |
| 15 | Free Flight Insurance | Yes | 179.47 | 334.25 | Average Spender |
| 16 | Double Miles | Yes | 162.42 | 678.43 | Med Low Spender |
| 17 | Double Miles + Free Flight Insurance | Yes | 24.85 | 90.83 | Low Spender |
| 18 | Double Miles | Yes | 285.45 | 121.53 | Med Low Spender |
| 19 | Free Flight Insurance | No | 3005.15 | 3012.99 | High Spender |
| 20 | Double Miles + Free Flight Insurance | Yes | 28.81 | 77.26 | Low Spender |
In: Statistics and Probability
Suppose the High-density lipoprotein (HDL) cholesterol levels of 20 subjects were measured before and after the treatment. We want to find out if, in general, the treatment will lead to improvements of health, i.e., increasing the HDL cholesterol level. The mean and standard deviation of the difference are 2.05, 2.837, respectively. We assume the differences follow normal. Use ? =0.05.
In: Statistics and Probability
Five sophomores were given an English achievement test before
and after receiving instruction in basic grammar. The mean
difference score is -0.40, and the estimated variance for the
difference scores is 8.3. Using the .05 significance level (and
five steps of hypothesis testing) is it reasonable to conclude that
future students would show higher scores after instruction?
Step I:
-Population 1: -Population 2: -
Research hypothesis:
Null hypothesis:
Step II: Give the characteristics of the comparison distribution
-The shape is:
The mean is:
-
Compute the standard deviation using the following
1- Estimated variance of difference scores for sample S2 = 8.3
2-Compute the estimated variance of the distribution of
means:
3-Compute the estimated standard deviation of the distribution of
means:
Step III: What is (are) the cut-off(s)?
Step IV: Determine the sample score position on the comparison
distribution
Step V: What is the decision? Write your answer in the APA
format.
In: Statistics and Probability
A test of abstract reasoning is given to a random sample of students before and after they completed a formal logic course. The results are given below. At the 0.05 significance level, test the claim that the mean score is not affected by the course. Before: 74,83,75,88,84,63,93,84,91,77 After: 73,77,70,77,74,67,95,83,84,75 a. Write the null and the alternative hypothesis? b. are the means independent or dependent? explain. c. is it one or two tailed test? d. find the p value? E. write the decision. F. write the conclusion.
In: Statistics and Probability
QUESTION 2 "Consider a C corporation. The corporation earns $2 per share before taxes. After the corporation has paid its corresponding taxes, it will distribute 50% of its earnings to its shareholders as a dividend. The corporate tax rate is 35%, the tax rate on dividend income is 20%, and the personal income tax rate is set at 28%. How much is the total effective tax rate on the corporation earnings?
In: Finance
QUESTION 6
"Consider a C corporation. The corporation earns $1 per share before taxes. After the corporation has paid its corresponding taxes, it will distribute 0% of its earnings to its shareholders as a dividend. The corporate tax rate is 35%, the tax rate on dividend income is 28%, and the personal income tax rate is set at 28%. How much is the total effective tax rate on the corporation earnings?
In: Finance
16. Cholesterol levels were measured before and after patients were given a drug designed to lower their cholesterol. Test to see if cholesterol dropped with α = 0.01.
| Patient | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
| Before | 238 | 240 | 220 | 246 | 202 | 222 | 210 | 233 | 204 | 229 | 244 | 220 | 219 |
| After | 235 | 241 | 219 | 235 | 198 | 208 | 202 | 211 | 188 | 201 | 235 | 211 | 207 |
a) Determine the null and alternative hypotheses for this scenario.
H0: H1:
b) Determine the level of significance.
c) Check the assumptions for this problem.
d) Determine the test statistic.
e) Determine the p-value.
f) Interpret the p-value.
g) What decision do we conclude based on this information? Interpret this in the context of the problem.
In: Statistics and Probability
Consider a C corporation. The corporation earns $7 per share before taxes. After the corporation has paid its corresponding taxes, it will distribute 50% of its earnings to its shareholders as a dividend. The corporate tax rate is 35%, the tax rate on dividend income is 28%, and the personal income tax rate is set at 28%. What are the shareholder's earnings from the corporation after all corresponding taxes are paid? Note: Express your answers in strictly numerical terms. For example, if the answer is 5%, enter 0.05 as an answer; or if the answer is $500, write enter 500 as an answer
In: Finance
In: Physics
Calculate the pH of 510. mL of a 8.16×10-2-M solution of hydrofluoric acid before and after the addition of 7.65×10-2 mol of potassium fluoride.
pH befor addition =
pH after addition =
In: Chemistry