calculateDiscreteEntropy_Histogram: calculate entropy of an optionally discrete value (X) using a...
In terminological/tidy-info-stats: Functions for manipulating information statistics
View source: R/tidyDiscreteEntropy.R
calculateDiscreteEntropy_Histogram R Documentation
calculate entropy of an optionally discrete value (X) using a histogram approach
Description
see: R. de Matos Simoes and F. Emmert-Streib, “Influence of statistical estimators of mutual information and data heterogeneity on the inference of gene regulatory networks,” PLoS One, vol. 6, no. 12, p. e29279, Dec. 2011 [Online]. Available: http://dx.doi.org/10.1371/journal.pone.0029279
Usage
calculateDiscreteEntropy_Histogram(
df,
groupVars,
countVar = NULL,
mm = TRUE,
...
)
Arguments
df
- may be grouped, in which case the grouping is interpreted as different types of discrete variable
groupVars
- the columns of the discrete value quoted by the vars() function (e.g. ggplot facet_wrap)
mm
- Apply a miller-madow adjustment to the result
Value
a dataframe containing the disctinct values of the groups of df, and for each group an entropy value (H). If df was not grouped this will be a single entry
terminological/tidy-info-stats documentation built on Nov. 19, 2022, 11:23 p.m.
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View source: R/tidyDiscreteEntropy.R
| calculateDiscreteEntropy_Histogram | R Documentation |
calculate entropy of an optionally discrete value (X) using a histogram approach
Description
see: R. de Matos Simoes and F. Emmert-Streib, “Influence of statistical estimators of mutual information and data heterogeneity on the inference of gene regulatory networks,” PLoS One, vol. 6, no. 12, p. e29279, Dec. 2011 [Online]. Available: http://dx.doi.org/10.1371/journal.pone.0029279
Usage
calculateDiscreteEntropy_Histogram( df, groupVars, countVar = NULL, mm = TRUE, ... )
Arguments
df |
- may be grouped, in which case the grouping is interpreted as different types of discrete variable |
groupVars |
- the columns of the discrete value quoted by the vars() function (e.g. ggplot facet_wrap) |
mm |
- Apply a miller-madow adjustment to the result |
Value
a dataframe containing the disctinct values of the groups of df, and for each group an entropy value (H). If df was not grouped this will be a single entry
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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