LDLcalc2.1 package

Plot density of bootstrap and empirical variance for AIP

Calculate the variance of AIP when HDL changes.

Calculate the variance of AIP when TG changes.

Calculate variance of AIP using Bootstrapping.

Calculation of Atherogenic Index of Plasma (AIP)

Variance of Atherogenic Index of Plasma (AIP) using Error Propagation.

Second Order Taylor expansion AIP Error propagation variance

Chebysev's inequality

Correlation plot

Calculate the CV of a set of values.

Change variance of distribution while keeping the mean constant

Plot variance density

Calculate correlation and covariance of residuals

Calculate the Jensen-Shannon divergence (JSD)

Calculate the Jensen-Shannon divergence (JSD) between a discrete empir...

Calculate LDL variance when cholesterol variance changes

Plot density of bootstrap and empirical variance for LDL

Calculates and returns the LDL Value for any of the 12 different equat...

Calculate LDL variance when HDL variance changes

Create, train, assess and return an ML prediction model.

Create, train, assess and return all ML prediction models

Create, train, assess and return a Stacking Algorithm Machine Learning...

Predict LDL value(s)

Calculate LDL variance when triglyceride variance changes

Calculates and returns the LDL values using all available equations

Calculate variance of LDL using bootstrapping.

Calculate LDL variance using error propagation

Plots AIP variance versus increasing HDL variance

Plots AIP variance versus increasing triglyceride variance

Plots LDL variance versus increasing cholesterol variance

Scatterplot of pairs of parameters

Plot discrete histogram

Plots LDL variance versus increasing HDL variance

Plots LDL variance versus increasing triglyceride variance