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Does outliers affects data

Updated: 4/28/2022
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10y ago

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No.

Outliers are part of the data and do not affect them.

They will, however, affect statistics based on the data and inferences based on the data.

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10y ago
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Q: Does outliers affects data
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Related questions

Can there be 2 outliers in a set of data?

There is no limit to the number of outliers there can be in a set of data.


Can outliers affect the symmetry of the data?

an outliers can affect the symmetry of the data because u can still move around it


Is the median particularly sensitive to outliers in the data?

It is not.


What is the term that is used to describe data that does not fit with the rest of the data?

Outliers


Do they have outliers in a data set?

If the data numbers are all really close together than no. But if the data has numbers; for example: 12,43,45,51,57,62,90 (12 and 90 are the outliers) which are really far aprt, than yes.


How do you Create a box plot of data that does not have any outliers?

Go into your data to determine which values are outliers and if they're significant and random (not an apparent group), eliminate them. This will take them out of your boxplot.


What data that does not fit well with the rest of a data set.?

They are called extreme values or outliers.


When is each measure of central tendency most useful?

Mode: Data are qualitative or categoric. Median: Quantitative data with outliers - particularly if the distribution is skew. Mean: Quantitative data without outliers, or else approx symmetrical.


When the median and mean are substantially different what does that tell you about the data?

I think it means that our data includes outliers.


What Is data that does not fit with the rest of the data set?

Anomalous Data


How can you determine which measure of central tendency is best for the set if data?

Mean- If there are no outliers. A really low number or really high number will mess up the mean. Median- If there are outliers. The outliers will not mess up the median. Mode- If the most of one number is centrally located in the data. :)


How do outliers influence the shape and spread of the data?

Outliers will make give the graph a long tail (or tails). Overall, the graph will be flatter and wider.