Question
17. Using the experimental sampling strategy, how many samples of size 3 (n = 3) can be drawn from a population of size: N =
17. Using the experimental sampling strategy, how many samples of size 3 (n = 3) can be drawn from a population of size:
N = 5?
N = 6?
N = 7?
N = 8?
23. A population is normally distributed with a mean of 56 and a standard deviation of 12.
What is the mean of the sampling distribution (M) for this population?
If a sample of 36 participants is selected from this population, what is the standard error of the mean (M)?
Sketch the shape of this distribution with M 3 SEM.
29. Classroom assessment: Central limit theorem. In the Ryan (2006) study described in Question 28, participants selected 120 samples of size 3 from a population of 5 scores (0, 0, 0, 3, and 6) using theoretical sampling. Based on this example,
What is the shape of the population distribution? Hint: Graph the frequency distribution of the population of scores: 0, 0, 0, 3, and 6.
What is the shape of the sampling distribution of sample means? Hint: You do not need calculations to answer this question.
31. Physical activity and enhanced mood. Williams, Dunsiger, Jennings, and Marcus (2012) conducted a study to test how enhanced mood during exercise can increase the likelihood of physical activity in the future. They reported that at 6 months of physical activity, mood scores (rated on a scale from 5 to +5) after a walking exercise were 3.3 1.2, and at 12 months, mood scores after a walking exercise were 3.3 1.3 (mean standard error). Assuming these data are normally distributed, use the steps to conduct a z transformation to determine the following probabilities:
What is the probability that a sample mean selected from this population would show no change (0) or a negative change (less than 0) at 6 months of physical activity?
What is the probability that a sample mean selected from this population would show no change (0) or a negative change (less than 0) at 12 months of physical activity?
- A normal distribution has a mean of 10 and a standard deviation of 2. What is the z score for x=13?
2. A normal distribution has a mean of 7.5 and a variance of 4. What is the z score for x=9?
3. A normal distribution has a mean equal to 3.4? What is the probability of a score above the mean?
4. A normal distribution has a mean equal to 4.6 and a standard deviation equal to 1.4. What score is that cutoff for the top 10% of this distribution?
5. A normal distribution has a mean equal to 10 and a standard deviation equal to 1. What is the z-score cutoff for the top and bottom 2.5% of this distribution?
6. Suppose we select a sample for a population of children in which an equal number of children live with or without their biological parents. We select a sample of 50 children. What is the probability that 30 children in this sample will be children who live with their biological parents? Hint: use the normal approximation to the binomial distribution, where p and q equal.50
7. Suppose that 10% of students earn an A in a statistic course. Using this percentage, what is the probability that exactly 25 students in a random sample of 200 students will earn an A in a statistics course?
A researcher has participants read a vignette that describes a person making inappropriate remarks toward a colleague at work, and then they are asked to complete a survey. Lower total scores on the survey indicate more negative impressions of the person described in the vignette; higher total scores indicate a more positive impression. Convert the following date to z score to determine who scored above, below and the mean in this sample.
18 | 19 | 9 | 20 |
12 | 14 | 12 | 25 |
17 | 15 | 8 | 25 |
8 | 14 | 20 | 14 |
23 | 9 | 16 | 15 |
7 | 17 | 14 | 19 |
10 | 21 | 14 | 19 |
10 | 7 | 18 | 8 |
12 | 11 | 5 | 10 |
25 | 8 | 19 | 14 |
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