Stats 1201 Early Flashcards
Early Concepts, Defs, Association
Can there be partial association?
Yes
Does this produce N?
Yes
Is this the equation for the mean?
No, that is the standard deviation.
Does this equal 0?
No, because this is squared. The squaring removes minuses, so they don’t cancel out positive numbers.
What is the expected value of y in this situation?
No correlation, therefore the best we can do is the mean of y as a prediction.
Positive or negative association?
Negative association (and it isn’t a perfect association)
Is this a negative association?
No it is a positive association
What type of skew is represented here?
No skew
What type of skew is represented here?
Right skew
What type of skew is represented?
Right skew
Is this an instance of right skew?
Left skew
What is the interpretation of s?
This is the sample standard deviation of y. It is the typical distance scores have from the mean.
Is this a measure of central tendency or of dispersion?
Spread, dispersion. It is standard deviation (and the word “deviation” says it all).
With a right skewed distribution would you expect anomalously high or low scores?
High scores
With a left skewed distribution would you expect anomalously high or low scores?
Low scores
Which is most stringent, a significance criterion of .05 or .01?
.01 means you have to have, say, a bigger difference between means of distributions or a higher correlation to achieve significance.
This shows the number of croissants eaten per month. What is the IQR?
The IQR is Q3-Q1, which is about 12.0 - 2.6, or 9.4 croissants. The units are croissants here . . .
Given the following sample observations of minutes taken for a subway to get to a particular station, provide an estimate of the actual standard deviation:
So 2.1 minutes is our standard deviation estimate
Everyone at your company is given a year-end bonus of $1,500! WOW!! How will this affect the mean? How will this change the standard deviation of salaries?
Since the salaries all increased, the mean will increase by $1,500. However, since all the salaries increase by exactly the same amount, the difference between each salary and the mean will be exactly as before (the mean increases but so do the salaries so the differences between the mean and the salaries don’t change).
What 2 numbers form the second quartile for the following?
1, 3, 2, 4, 5, 6, 7, 8
3,4 form the second quartile (order the numbers first)
For the following what is the median?
4, 5, 11, 9, 12, 20
First order the distribution:
4 7 9 11 12 20
SO the median is (9+11)/2 = 10
Can IQR be negative?
No, it is telling you the distance numerically between two numerical reference points. It is a distance measure - so even if it is the distance between two negative numbers it is a positive distance.
Can we use the IQR to check for indications of normality?
Yes!
Calculate the Q1 using the TI-method and also using the Text-method: