Statistics
Question 1. (8pts)
The age (in years) of a sample of 20 motor cyclists killed in road traffic accidents is given below: |
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18 | 41 | 24 | 28 | 71 | 52 | 15 | 20 | 21 | 31 |
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16 | 24 | 33 | 44 | 20 | 24 | 16 | 64 | 24 | 32 |
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(i) | Draw a histogram. Is the distribution symmetric or skewed? |
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(ii) | Calculate the mean, median, and mode. |
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(iii) | Calculate the range, inter quartile range, and standard deviation. Which of these is better to | |||||||||
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(iv) | Calculate the confidence interval. |
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Question 2. (7 pts)
The table below shows the height of 12 fathers and their fully grown sons: | |
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Father's Height (cm) | Son's height (cm) |
190 | 189 |
184 | 186 |
183 | 180 |
182 | 179 |
179 | 187 |
178 | 184 |
175 | 183 |
174 | 171 |
170 | 170 |
168 | 178 |
165 | 174 |
164 | 165 |
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(i) | Draw a scatter plot of father's height versus son's height |
(ii) | From the graph, does there appear to be a relationship between the two variables? |
Question 3 (6 pts)
The table below shows the results of a randomized, double-blind, placebo-controlled trial | |||
examining whether patients with chronic fatigue syndrome (CFS) improved | |||
6 weeks after treatment with intramuscular magnesium. The group who received the magnesium | |||
were compared to a group who received a placebo and outcome was feeling better. | |||
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Do these data suggest that the magnesium-treated CFS patients have different outcomes to placebo-treated patients after 6 weeks of treatment? | |||
What is the Chi square result? |
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Treatment |
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| Felt Better | Did Not Feel Better | Total |
Magnesium | 12 | 3 | 15 |
Placebo | 3 | 14 | 17 |
Total | 15 | 17 | 32 |
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H0 | No difference in outcomes, proportion of CFS, patients feeling better at 6 weeks between the magnesium and placebo treated groups | ||
H1 | There is a difference in outcomes, proportion of CFS, patients feeling better at 6 weeks between the magnesium and placebo treated groups | ||
Question 4 (6 pts)
Two physicians examined results of 50 randomized, double-blind, placebo-controlled trial | |||
examining whether patients with chronic fatigue syndrome (CFS) improved | |||
6 weeks after treatment with intramuscular magnesium. The group who received the magnesium | |||
were compared to a group who received a placebo and outcome was feeling better. | |||
Physician A believed 15 patients received magnesium as opposed to placebo. Physician B believed | |||
20 patients received magensium as opposed to placebo. They both agreed on 9 patient cases having received magnesium as opposed to placebo. What is the Chi square result? | |||
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Treatment |
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| Physician B - Magnesium | Physician B - Placebo | Total |
Physician A - Magnesium | 9 | ? | 15 |
Physician A - Placebo | ? | ? | ? |
Total | 20 | ? | 50 |
Question 5. (6pts)
A researcher at SRVMC wishes to try three different techniques to lower the blood pressure of individuals diagnosed with high blood pressure. The subjects are randomly assigned to three groups.
Group 1 takes medication
Group 2 exercises
Group 3 follows a special diet.
After four weeks, the reduction in each person’s blood pressure is recorded. At an alpha level of significance of 0.05, the researchers now must test the claim that there is no difference among the means.
Medication | Exercise | Diet |
10 | 6 | 5 |
12 | 8 | 9 |
9 | 3 | 12 |
15 | 0 | 8 |
13 | 2 | 4 |
Is he correct? Run the appropriate test to determine if he is correct.
Question 6. (7 pts)
Medical Rehabilitation Education Foundation found the average cost of rehab for stroke victims is $24,672. Is this average wrong, outdated—is the cost at other area local hospitals different than the average? A Researcher selects 35 random stroke patients and finds an average cost of $25,226 with a σ = $3251 At α = 0.01, can it be concluded that the cost of an average stroke rehab is different than the originally assumed $24,672?
11 years ago 40
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