Timeline for When performing imputation on categorical variables, does the data lose meaning?
Current License: CC BY-SA 4.0
4 events
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Dec 9, 2019 at 4:08 | comment | added | Stan Shunpike | Are there some typical trends in how these methods can distort the data? For instance, from what I've read, imputing the mean can attenuate linear relationships. Does imputing the mode, for example, have this issue? If sensible, perhaps you could add this info to the answer. | |
Dec 9, 2019 at 3:31 | vote | accept | Stan Shunpike | ||
Dec 9, 2019 at 3:19 | history | edited | knrumsey | CC BY-SA 4.0 |
added 298 characters in body
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Dec 9, 2019 at 3:05 | history | answered | knrumsey | CC BY-SA 4.0 |