Math Problem Statement

Suppose Z follows the standard normal distribution. Use the calculator provided, or this table, to determine the value of c so that the following is true: P(c ≤ Z ≤ 1.04) = 0.8215.

Solution

The problem is asking for the value of cc such that P(cZ1.04)=0.8215P(c \leq Z \leq 1.04) = 0.8215, where ZZ is a standard normal variable (mean 0, standard deviation 1).

Let's break down the steps to find cc:

  1. Identify the probability for Z1.04Z \leq 1.04: Using the standard normal table or a calculator, we find the cumulative probability for Z=1.04Z = 1.04.

    P(Z1.04)0.8508P(Z \leq 1.04) \approx 0.8508.

  2. Set up the equation using the probability difference: Since P(cZ1.04)=0.8215P(c \leq Z \leq 1.04) = 0.8215, we can write: P(Z1.04)P(Zc)=0.8215P(Z \leq 1.04) - P(Z \leq c) = 0.8215 Substituting P(Z1.04)=0.8508P(Z \leq 1.04) = 0.8508: 0.8508P(Zc)=0.82150.8508 - P(Z \leq c) = 0.8215

  3. Solve for P(Zc)P(Z \leq c): Rearranging the equation gives: P(Zc)=0.85080.8215=0.0293P(Z \leq c) = 0.8508 - 0.8215 = 0.0293

  4. Find the corresponding cc-value: Now, we need to find the z-score that corresponds to a cumulative probability of 0.0293 in the standard normal table. This is approximately c1.88c \approx -1.88.

Thus, the value of cc is approximately -1.88.

Would you like further details or have any questions on this?


Related Questions:

  1. How can we find probabilities for ranges that do not end at common z-scores?
  2. Why is it necessary to look up cumulative probabilities for problems involving the standard normal distribution?
  3. How would the solution change if a different standard deviation were used?
  4. What steps are involved in converting between z-scores and raw scores in a normal distribution?
  5. How can we verify answers when using a standard normal table versus a calculator?

Tip:

When solving normal distribution problems, always ensure that cumulative probabilities are used consistently to avoid errors in probability ranges.

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Math Problem Analysis

Mathematical Concepts

Probability
Standard Normal Distribution
Cumulative Probability

Formulas

P(Z ≤ b) - P(Z ≤ a) = Probability(a ≤ Z ≤ b)

Theorems

Properties of the Standard Normal Distribution
Z-Score Calculation

Suitable Grade Level

Grades 11-12