There is no agreed definition of an outlier and consequently, there is no simple answer to the question. The number of outliers will depend on the criterion used to identify them. If you have observations from a normal distribution, you should expect around 1 in 22 observations to be more than 2 standard deviations from the mean, and about 1 in 370 more than 3 sd away. You will have more outliers if the distribution is non-normal - particularly if it is skewed.
Yes. If you have a large group that is very similar and 2 or 3 that are not similar, the numbers that are not the same are all outliers
Outliers
Best to use a histogram i think! z scores can probably be used too however they seem more a method of how to transform outliers in workable scores.
Actually, the median is more resistant to outliers than the mean. The median represents the middle value of a data set when arranged in order, making it less influenced by extreme values. In contrast, the mean is calculated by averaging all values, which can be significantly affected by outliers. Therefore, the median provides a better measure of central tendency when outliers are present.
There is no limit to the number of outliers there can be in a set of data.
There is no agreed definition of an outlier and consequently, there is no simple answer to the question. The number of outliers will depend on the criterion used to identify them. If you have observations from a normal distribution, you should expect around 1 in 22 observations to be more than 2 standard deviations from the mean, and about 1 in 370 more than 3 sd away. You will have more outliers if the distribution is non-normal - particularly if it is skewed.
there are no limits to outliers there are no limits to outliers
It depends on how many points you have, if you have 6 or 7 then only one outlier is really possible but if you have done 20 points the 2 outliers could be acceptable, but should still be avoided.
Of course. In a large sampling of data, a relatively small group of outliers is possible.
Yes. If you have a large group that is very similar and 2 or 3 that are not similar, the numbers that are not the same are all outliers
Outliers.
the interquartile range is not sensitive to outliers.
Outliers
The ISBN of Outliers - book - is 9780316017923.
Yes, it is.
"Outliers" by Malcolm Gladwell has approximately 320 pages in its paperback edition.