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Let \( Z \sim N(0,1) \). Which of the following is the correct shaded picture of \( P(0.51 \leq Z \leq 1.98) \) ?

Ask by Higgins Wright. in the United States
Mar 08,2025

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Answer

To represent \( P(0.51 \leq Z \leq 1.98) \) on the standard normal curve, shade the area between \( z = 0.51 \) and \( z = 1.98 \).

Solution

1. We are given that \( Z \sim N(0,1) \), the standard normal distribution. 2. The probability of interest is \[ P(0.51 \leq Z \leq 1.98) = \Phi(1.98) - \Phi(0.51) \] where \(\Phi(z)\) denotes the cumulative distribution function of the standard normal distribution. 3. To represent \( P(0.51 \leq Z \leq 1.98) \) on the graph of the standard normal curve, you need to shade the region that lies between the vertical lines at \( z = 0.51 \) and \( z = 1.98 \). 4. This means that on the bell-shaped curve: - Draw a vertical line at \( z = 0.51 \). - Draw a vertical line at \( z = 1.98 \). - Shade the area under the curve between these two vertical lines. No shading should be outside this interval. Thus, the correct picture is the one that displays the standard normal curve with the area between \( z = 0.51 \) and \( z = 1.98 \) highlighted (shaded).

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To visualize \( P(0.51 \leq Z \leq 1.98) \) on a standard normal distribution curve (bell curve), you would shade the area between the z-scores 0.51 and 1.98. The region is between these two points, which represent probabilities in the positive z-score range. The curve peaks at 0 and tapers off in both directions, so the shaded area would be to the right of the vertical line at 0.51 and to the left of the vertical line at 1.98, indicating the probability of Z falling within that interval. When interpreting this shaded area, remember that the total area under the curve equals 1. The area symbolized by \( P(0.51 \leq Z \leq 1.98) \) shows the likelihood that the random variable \( Z \) lies in that range, giving us a tangible representation of probability in the context of a standard normal distribution.

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