# Calculate and Predict the Low Density Lipoprotein Values

## Documentation for package ‘LDLcalc’ version 2.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

AIPbootVrnc | Calculate variance of AIP using Bootstrapping.
AIPcalc | Calculation of Atherogenic Index of Plasma (AIP)
AIPErrPrp | Variance of Atherogenic Index of Plasma (AIP) using Error Propagation.
AIPErrPrp2Ord | Second Order Taylor expansion AIP Error propagation variance
AIP_DensityPlotOfbootst | Plot density of bootstrap and empirical variance for AIP
AIP_HDLVrnc | Calculate the variance of AIP when HDL changes.
AIP_TGVrnc | Calculate the variance of AIP when TG changes.
chebyshev | Chebysev's inequality
Corr_Plot | Correlation plot
CV | Calculate the CV of a set of values.
CV_Range | Change variance of distribution while keeping the mean constant
DensityPlotOfVar | Plot variance density
ErrorCorCov | Calculate correlation and covariance of residuals
JSD | Calculate the Jensen-Shannon divergence (JSD)
JSDNormal | Calculate the Jensen-Shannon divergence (JSD) between a discrete empirical distribution and the normal distribution.
LDLallEq | Calculates and returns the LDL values using all available equations
LDLbootVrnc | Calculate variance of LDL using bootstrapping.
LDLErrPrp | Calculate LDL variance using error propagation
LDL_CHOLVrnc | Calculate LDL variance when cholesterol variance changes
LDL_DensityPlotOfbootst | Plot density of bootstrap and empirical variance for LDL
LDL_eq | Calculates and returns the LDL Value for any of the 12 different equations
LDL_HDLVrnc | Calculate LDL variance when HDL variance changes
LDL_ML_Main | Create, train, assess and return an ML prediction model.
LDL_ML_Main_All_Models | Create, train, assess and return all ML prediction models
LDL_ML_Main_StackingAlgorithm | Create, train, assess and return a Stacking Algorithm Machine Learning prediction model
LDL_ML_predict | Predict LDL value(s)
LDL_TGVrnc | Calculate LDL variance when triglyceride variance changes
model | A trained model
plotAIP_HDLVrnc | Plots AIP variance versus increasing HDL variance
plotAIP_TGVrnc | Plots AIP variance versus increasing triglyceride variance
plotCholVrncToLDL | Plots LDL variance versus increasing cholesterol variance
PlotCorrWithRegrLine | Scatterplot of pairs of parameters
PlotDiscrHist | Plot discrete histogram
plotHDLVrncToLDL | Plots LDL variance versus increasing HDL variance
plotTGVrncToLDL | Plots LDL variance versus increasing triglyceride variance
sampleA | Anonymous real data
sampleB | Anonymous real data
SampleData | Anonymous real data