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LDLcalc
View on CRAN: Click
here
Download and install LDLcalc package within the R console
Install from CRAN:
install.packages("LDLcalc")
Install from Github:
library("remotes")
install_github("cran/LDLcalc")
Install by package version:
library("remotes")
install_version("LDLcalc", "2.1")
Attach the package and use:
library("LDLcalc")
Maintained by
Petros Paplomatas
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-30
Latest Update: 2024-02-11
Description:
A wide variety of ways to calculate (through equations) or predict (using 9 Machine learning methods as well as a stack algorithm combination of them all) the Low Density Lipoprotein values of patients based on the values of three other metrics, namely Total Cholesterol , Triglycerides and High Density Lipoprotein. It can also calculate the variance of LDL and the Atherogenic Index of Plasma (AIP) using error propagation and bootstrapping.
How to cite:
Petros Paplomatas (2021). LDLcalc: Calculate and Predict the Low Density Lipoprotein Values. R package version 2.1, https://cran.r-project.org/web/packages/LDLcalc. Accessed 31 Jan. 2025.
Previous versions and publish date:
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imports, suggests or enhances
Functions, R codes and Examples using
the LDLcalc R package
Some associated functions: AIPErrPrp . AIPErrPrp2Ord . AIP_DensityPlotOfbootst . AIP_HDLVrnc . AIP_TGVrnc . AIPbootVrnc . AIPcalc . CV . CV_Range . Corr_Plot . DensityPlotOfVar . ErrorCorCov . JSD . JSDNormal . LDLErrPrp . LDL_CHOLVrnc . LDL_DensityPlotOfbootst . LDL_HDLVrnc . LDL_ML_Main . LDL_ML_Main_All_Models . LDL_ML_Main_StackingAlgorithm . LDL_ML_predict . LDL_TGVrnc . LDL_eq . LDLallEq . LDLbootVrnc . PlotCorrWithRegrLine . PlotDiscrHist . SampleData . chebyshev . model . plotAIP_HDLVrnc . plotAIP_TGVrnc . plotCholVrncToLDL . plotHDLVrncToLDL . plotTGVrncToLDL . sampleA . sampleB .
Some associated R codes: 9ML_models_functions.R . AIP.R . AIPerrorVariance.R . All9Models.R . CVfunctionRange.R . Equation_functions.R . Jensen-Shannon.R . LDLErrorPropagation&bootstrapVariance.R . ML_support_functions.R . Martin_equation_functions.R . Plot_functions.R . Plots.R . SampleData.R . Stacking_Algorith_Model_Functions.R . SupportScriptsLDLvariance.R . fErrorCorCov.R . model.R . plotsK.R . sampleA.R . sampleB.R . Full LDLcalc package functions and examples
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