inst/helpfiles/tabPanel_meanSd.md
In tnaake/MatrixQCvis: Shiny-based interactive data-quality exploration for omics data
Mean-sd plots
The panel shows the mean-sd (standard deviation) plots for
- normalized+batch corrected+transformed (transformed) and
- normalized+batch corrected+transformed+imputed (imputed) assay values.
The imputed values are only displayed if there are missing values (NAs) in the
raw data set.
The sd and mean are calculated feature-wise from the values of the
respective data set. The plot allows to visualize if there is a dependence
of the sd on the mean. The red line depicts the running median estimator
(window-width 10%). In case of sd-mean independence, the running median
should be approximately horizontal.
tnaake/MatrixQCvis documentation built on Nov. 4, 2024, 7:42 a.m.
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Mean-sd plots
The panel shows the mean-sd (standard deviation) plots for
- normalized+batch corrected+transformed (transformed) and
- normalized+batch corrected+transformed+imputed (imputed) assay values.
The imputed values are only displayed if there are missing values (NAs) in the
raw data set.
The sd and mean are calculated feature-wise from the values of the respective data set. The plot allows to visualize if there is a dependence of the sd on the mean. The red line depicts the running median estimator (window-width 10%). In case of sd-mean independence, the running median should be approximately horizontal.
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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