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1. According to the U.S. Census Bureau, the number of people in a household has a mean of 2.6 and a standard deviation of 1.5.
1. According to the U.S. Census Bureau, the number of people in a household
has a mean of 2.6 and a standard deviation of 1.5. Suppose the Census Bureau instead had
estimated this mean using a random sample of 225 homes, and that sample had a mean of
2.4 and standard deviation of 1.4.
For the sampling distribution of y:
- specify its mean and its standard deviation (standard error).
- specify its shape.
- Sketch the sampling distribution of the sample mean for n = 225.
- Describe the center and spread of the sample data distribution.
2. (True/False) The central limit theorem implies that:
- All variables have bell-shaped sample data distributions if a random sample contains at least 30 observations.
- Population distributions are normal whenever the population size is large.
- For large random samples, the sampling distribution of y is approximately normal, regardless of the shape of the population distribution.
- The sampling distribution looks more like the population distribution as the sample size increases.
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