Home » What is a z score in regard to relative position?

What is a z score in regard to relative position?

Hi! A Z-score measures the “relative distance” of an observation in terms of standard deviations, from the mean. It gives an idea as to how far the observation is from its mean. A positive z-score indicates that the observation is above the mean and a negative value indicates that the observation is below the mean. The z-score does not have any units, that is why it is convenient to use in comparing observations relative to their groups, each having different units.
Suppose we have an observation, say, X, from a population mean µ and a standard deviation σ, then the Z score of the observation is given by the formula
That is, we deduct the value of the mean µ from the value of the observation X and divide it against the standard deviation.
The following is a rephrased example taken from the book Introduction to Statistics 3rd edition by Ronald E. Walpole.
Suppose a student had a grade of 82 in Chemistry and a grade of 89 in Economics, can we conclude that she is better in Economics than in Chemistry? Perhaps we should consider how this student performed relative to other students in each of her classes.
Assuming that the mean grade in Chemistry was 68 and the standard deviation was 8, whereas the distribution of economics grades had a mean of 80 and a standard deviation of 6, let us now compute the z scores corresponding to the Chemistry and Economics Grades
We see that the student had a grade in Chemistry that is 1.75 standard deviations above the mean of the Chemistry grade, whereas in Economics she was only 1.5 standard deviations above the mean of the Economics grades. Comparing these two z-scores, we can now say that the student’s relative performance in Chemistry was higher than her performance in Economics.

Save Time On Research and Writing
Hire a Pro to Write You a 100% Plagiarism-Free Paper.
Get My Paper
Place your order
(550 words)

Approximate price: $22

Calculate the price of your order

550 words
We'll send you the first draft for approval by September 11, 2018 at 10:52 AM
Total price:
$26
The price is based on these factors:
Academic level
Number of pages
Urgency
Basic features
  • Free title page and bibliography
  • Unlimited revisions
  • Plagiarism-free guarantee
  • Money-back guarantee
  • 24/7 support
On-demand options
  • Writer’s samples
  • Part-by-part delivery
  • Overnight delivery
  • Copies of used sources
  • Expert Proofreading
Paper format
  • 275 words per page
  • 12 pt Arial/Times New Roman
  • Double line spacing
  • Any citation style (APA, MLA, Chicago/Turabian, Harvard)

Our guarantees

Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.

Money-back guarantee

You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.

Read more

Zero-plagiarism guarantee

Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.

Read more

Free-revision policy

Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.

Read more

Privacy policy

Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.

Read more

Fair-cooperation guarantee

By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.

Read more
Live Chat+1 763 309 4299EmailWhatsApp

We Can Handle your Online Class from as low as$100 per week