impute-methods: Global Standard imputation
In HuaZou/MyRtools: Statistic Approaches on Data Analysis
Description
Global Standard imputation is used the Global Median and standard as the cutoff to impute the missing value.
We calculate the mean or median for all non missing values of that variable then replace missing value with mean or median
Usage
1
2
3
impute_GlobalStandard(object, width = 0.3, downshift = 1.8)
impute_knn(object)
Arguments
object,
Object; a ['matrix'](Row->Features; Column->Samples).
HuaZou/MyRtools documentation built on Jan. 6, 2022, 8:56 a.m.
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Description
Global Standard imputation is used the Global Median and standard as the cutoff to impute the missing value. We calculate the mean or median for all non missing values of that variable then replace missing value with mean or median
Usage
1 2 3 | impute_GlobalStandard(object, width = 0.3, downshift = 1.8)
impute_knn(object)
|
Arguments
object, |
Object; a ['matrix'](Row->Features; Column->Samples). |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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