Normal distribution percentage problem.

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Homework Help Overview

The problem involves determining the minimum wage of employees who are in the highest 5% of a normally distributed wage scenario, where the average wage is $3.25 and the standard deviation is $0.60.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the use of z-scores and standardization in relation to the normal distribution. There are questions about the correct application of the z-score formula and the interpretation of the 95% threshold.

Discussion Status

Some participants are exploring the relationship between z-scores and the normal distribution, while others are questioning the assumptions made in the original calculations. Guidance has been offered regarding the use of z-values and the importance of standard deviation in the calculations.

Contextual Notes

There is mention of a specific table provided by the teacher for calculations, indicating a constraint on the resources available to the participants.

MACHO-WIMP
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Homework Statement


A company pays its employees an average wage of $3.25 an hour with a standard deviation of sixty cents. If the wages are approximately normally distributed, determine
the minimum wage of the employees who are paid the highest 5%.

Homework Equations


z=(x-μ)/σ

The Attempt at a Solution


I did:
.95=((x-3.25)/.6) which equals .57=x-3.25
therefore x=3.82. I feel like I didn't do this correctly and I can't finish the rest of my homework if I don't know what I'm doing. Thanks.
 
Last edited:
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Isn't that equation for standardizing your values? 95% has nothing to do with z-scores.
 
Last edited:
tal444 said:
Isn't that equation for standardizing your values? 95% has nothing to do with z-scores.

Oh, shoot, you're right. Well how would I find out what 95% of the wages cause I don't have the slightest clue.
 
Your z-value is +-σ from the mean. What is 95% in terms of σ on a normal distribution? Also, do you use calculators to help you in your class? If you do, this question should be quite straightforward.
 
MACHO-WIMP said:
Oh, shoot, you're right. Well how would I find out what 95% of the wages cause I don't have the slightest clue.

If z_95 is the 95th percentile of the standard normal (which is available in tables or on some calculators) you need z_{95} = \frac{x-3.25}{0.6}. Note: you should divide by 0.6 not 6, since 0.6 is the standard deviation in dollars.

RGV
 
tal444 said:
Your z-value is +-σ from the mean. What is 95% in terms of σ on a normal distribution? Also, do you use calculators to help you in your class? If you do, this question should be quite straightforward.

No, my teacher wants us only using this table she gave us.
 

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