A set of miscellaneous functions that I have used in various projects and in other R packages. Some of the most important are:
get_roc_stats
: the ROC statistics the way you want it!partial_permut
: get a partially-scrambled vector (you choose how much!)normalize_to_range
: normalize a vector to a specified rangedec_to_bin
: convert a decimal (base-10) number to its binary representationget_percentage_of_matches
: find the percentage of common elements between two vectorspretty_print_*
: pretty printing of vector names and values in an R Markdown document (as quotes)outersect
: find the non-common elements between two vectors (outer-section!)ldf_arrange_by_rownames
: rearrange a list of data frames by rownamesmake_multiple_density_plot
: plotting multiple density estimations in one plotusefun:::colors.100
: a vector of 100 as much as possible distinct colorsCRAN version:
install.packages("usefun")
Development version:
devtools::install_github("bblodfon/usefun")
See examples in the functions documentation and in the respective tests. For a full biomarker analysis that uses various functions from this package, see this report.