Math Problem Statement

P(z ≤ −0.79)

Solution

To calculate the probability P(z0.79)P(z \leq -0.79) using the standard normal distribution, we need to refer to the Z-table or use a calculator that computes values for the standard normal distribution.

The Z-table gives the cumulative probability from the far left of the distribution up to a given z-value. A negative z-value represents a point on the left side of the mean (which is 0 in a standard normal distribution).

For z=0.79z = -0.79:

  1. Look up the value in the Z-table for z=0.79z = -0.79, or
  2. Use a calculator to find the cumulative probability.

The cumulative probability for z=0.79z = -0.79 is approximately 0.2148.

Thus, P(z0.79)0.2148P(z \leq -0.79) \approx 0.2148

Would you like more details on how to interpret Z-scores or the normal distribution?

Here are 5 related questions to consider:

  1. How do you find probabilities for other z-values?
  2. What is the meaning of a Z-score in statistics?
  3. How do you calculate Z-scores from raw data?
  4. What is the difference between one-tailed and two-tailed probabilities?
  5. How can you use the Z-table to find probabilities between two values?

Tip: Always remember that the total area under the normal distribution curve equals 1 (or 100%).

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Math Problem Analysis

Mathematical Concepts

Statistics
Standard Normal Distribution
Z-Scores

Formulas

P(z ≤ Z) for cumulative probability in the standard normal distribution

Theorems

Empirical Rule for the Normal Distribution
Z-Score Cumulative Distribution

Suitable Grade Level

Grades 10-12