Concept explainers
Random Numbers. A variable is said to be uniformly distributed or to have a uniform distribution with parameters a and b if its distribution has the shape of the horizontal line segment with equation y = 1/(b − a), for a < x < b. The
- a. Sketch the distribution of a uniformly distributed variable with parameters 0 and 1. Observe from your sketch that such a variable is far from being
normally distributed. - b. Use the technology of your choice to simulate 2000 samples of two random numbers between 0 and 1.
- c. Find the sample mean of each of the 2000 samples obtained in part (b).
- d. Determine the mean and standard deviation of the 2000 sample means.
- e. Theoretically, what are the mean and the standard deviation of all possible sample means for samples of size 2? Compare your answers to those you obtained in part (d).
- f. Obtain a histogram of the 2000 sample means. Is the histogram bell shaped? Would you expect it to be?
- g. Repeat parts (b)–(f) for a sample size of 35.
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Introductory Statistics (10th Edition)
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