Questions: Random Variables and Distributions
Standard normal values: Advanced
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(-1.21 ≤ Z ≤ c)=0.8715
Carry your intermediate computations to at least four decimal places. Round your answer to two decimal places.
Transcript text: Random Variables and Distributions
Standard normal values: Advanced
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.
\[
P(-1.21 \leq Z \leq c)=0.8715
\]
Carry your intermediate computations to at least four decimal places. Round your answer to two decimal places.
$\square$
Solution
Solution Steps
Step 1: Understanding the Problem
We need to find the value of \( c \) such that the probability \( P(-1.21 \leq Z \leq c) = 0.8715 \) for a standard normal distribution \( Z \). This can be expressed using the cumulative distribution function \( \Phi \) as:
\[
P(-1.21 \leq Z \leq c) = \Phi(c) - \Phi(-1.21) = 0.8715
\]
Step 2: Calculate \( \Phi(-1.21) \)
Using the standard normal distribution table or calculator, we find:
\[
\Phi(-1.21) \approx 0.1131
\]
Step 3: Set Up the Equation
Substituting \( \Phi(-1.21) \) into the equation gives:
\[
\Phi(c) - 0.1131 = 0.8715
\]
This simplifies to:
\[
\Phi(c) = 0.8715 + 0.1131 = 0.9846
\]
Step 4: Find \( c \) Corresponding to \( \Phi(c) = 0.9846 \)
We need to find the value of \( c \) such that \( \Phi(c) = 0.9846 \). By checking values incrementally, we find:
For \( c = 2.13 \), \( P = \Phi(2.13) - \Phi(-1.21) \approx 0.9846 \)
Final Answer
Thus, the value of \( c \) that satisfies the condition is:
\[
\boxed{c = 2.13}
\]