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Find the \(z\) value for each of the following \(x\) values for a normal distribution with \(\mu=30\) and \(\sigma=5\) a. \(x=39\) b. \(x=19\) c. \(x=24\) d. \(x=44\)

Short Answer

Expert verified
The corresponding \( z \) values for the given \( x \) values are: \n a. \( z = 1.8 \) \n b. \( z = -2.2 \) \n c. \( z = -1.2 \) \n d. \( z = 2.8 \)

Step by step solution

01

Understand the Formula

In a normally distributed sample or population, \( z \) values can be calculated using the following formula: \( z = \frac{x - \mu}{\sigma} \), where \( \mu \) is the mean, \( \sigma \) is the standard deviation, and \( x \) is the value for which we need to find the \( z \) value.
02

Substitute the values of \( x \), \( \mu \), and \( \sigma \) into the formula

Now, for each \( x \), substitute the values of \( x \), \( \mu \), and \( \sigma \) into the formula. The four equations are as follows: \n a. \( z = \frac{39 - 30}{5} \) \n b. \( z = \frac{19 - 30}{5} \) \n c. \( z = \frac{24 - 30}{5} \) \n d. \( z = \frac{44 - 30}{5} \)
03

Solve the equations

Soling the equations from step 2 would give us: \n a. \( z = 1.8 \) \n b. \( z = -2.2 \) \n c. \( z = -1.2 \) \n d. \( z = 2.8 \)

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