In: Math
In certain drug trial, 10 subjects who received a placebo reported headaches, while 30 subjects who received a placebo reported no headaches. Of the subjects taking a new drug, 20 reported headaches, while 30 did not. a) Display this information in a contingency table, including all totals. b) What percentage of participants in the trial reported headaches? c) What percentage of new-drug takers reported headaches? d) What percentage of placebo takers reported headaches?
a) Draw a diagram to show a standard Normal distribution and shade in the regions between (µ–3(sigma)) and (µ+(sigma)). Find the approximate percentage of the population that would have values in this region. b) A researcher has found that among many mice in given maze the average time to complete the circuit is 10 minutes. The times were normally distributed with a standard deviation of 3 minutes. Find: i) the approximate proportion of mice that completed the maze in less than 4 minutes, ii) the probability that a random mouse takes more than 15 minutes to complete the maze, iii) the time to complete the maze below which are the fastest 5% of mice, and iv) the first quartile of the times to complete the maze
Use the following stem-and-leaf display of the ages of 10 persons.
1 | 2 4 4
2| 1 1 2 6 9
3| 2
4|
5 | 8
a) Find the mean and mode of the ages. b) By hand, find the five-number summary of the ages. c) Find the range and interquartile range of the ages. d) Provide a dot plot of the ages.
1)
a)
The contingency table is shown below,
Placebo | New drug | Total | |
Headaches | 10 | 20 | 30 |
No headaches | 30 | 30 | 60 |
Total | 40 | 50 | 90 |
b)
c)
d)
Next question
a)
For standard normal curve,
mean = 0,
Standard deviation = 1
The area between the value -3 and +3 is the regions between (µ–3(sigma)) and (µ+(sigma))
The percentage of the population is obtained as follow,
The probability for the Z value is obtained from normal distribution table,
b)
Mean = 10 minutes
Standard deviation = 3 minutes
i)
The probability is obtained by calculating the z score,
The probability for the Z value is obtained from normal distribution table,
ii)
The probability for the Z value is obtained from normal distribution table,
iii)
The z score for the probability = 0.05 is obtained from standard normal distribution table,
iv)
The first quartile is the 25th percentile,
The z score for the probability = 0.25 is obtained from standard normal distribution table,
Next question
a)
From the stem-and-leaf plot, the data values are,
Age |
12 |
14 |
14 |
21 |
21 |
22 |
26 |
29 |
32 |
58 |
a)
Mean is the average value of the ages
Mode is the most frequent value in the data points,
b)
First sort the data values smallest to largest,
Age | ||
12 | Minimum = 12 | |
14 | ||
14 | First quartile = 14 | |
21 | ||
21 | Average of 21 and 22 = 21.5 |
Median = 21.5 |
22 | ||
26 | ||
29 | Third quartile = 29 | |
32 | ||
58 | Maximum = 58 |
c)
IQR = Q3 - Q1 = 29 - 14 = 15