At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.
The IQR is a better measure of spread for movies than it is for basketball games. The standard deviation is a better measure of spread for movies than it is for basketball games. The IQR is the best measurement of spread for games and movies. The standard deviation is the best measurement of spread for games and movies.
1 think its either A or C.
still working it out? @mathmate
@bloofoffiction Have you done all the common measures of spread, including Range, IQR, absolute deviation, variance and standard deviation?
1've doen the IQR
and the range and standard deviation?
what do you mean by range?
The question compares IQR and the standard deviation, so it is evident that it's part of your course!
you can't actually calculate anything because there is no data chart
range is the difference between the largest and the smallest values.
This question is a qualitative one, so no calculator required. Its checks the understanding of the applicability of each measure, not actually calculating it.
theres no actual number 1 can guess
In each box and whisker plot, you see the five values in each, right? (the minimum, Q1, Q2(median), Q3 and the maximum).
Do you know the significance/meaning of these values?
So these values divide the dataset into 4 equal parts, right? If there are 100 observations in the dataset, the number of observations between each sequential values contains 25 observations, ok so far?
Can you tell me the possible reasons why the maximum for movies is so far to the right, or why the minimum for basketball is so far to the left?
exactly! Is the IQR affected by the outliers?
From the diagrams of both cases with or without outliers, we see that the IQR is hardly affected, if any, right?
so if there are outliers IQR should be used and if there aren't standard deviation should be?
Yes, more or less. We will also give some kind words for standard deviation! Standard deviation takes into account of ALL data points in the dataset. The only problem is that standard deviation squares the difference between data values and the mean, so it is highly affected by outliers. It is a much better measure for a properly distributed dataset.
so it should be C?
I do not know what C says. But if you consider the datasets, there is a possibility that we are dealing with outliers (although we cannot be sure). In such cases, I would recommend the IQR. For more detailed discussions, I suggest you do some interesting reading such as the following: https://statistics.laerd.com/statistical-guides/measures-of-spread-absolute-deviation-variance.php Btw, if you repeat what your suggested answer is (not just the letter, but the value of the answer), I will be glad to confirm it.
The IQR is the best measurement of spread for games and movies.
can you help with one more?
I'm sorry, I have the next appointment. But if you post your question, and it's not answered when I finish, I'll be there! Nice working with you!
You're welcome! :)