AIPbootVrnc | Calculate variance of AIP using Bootstrapping. |
AIPcalc | Calculation of Atherogenic Index of Plasma (AIP) |
AIP_DensityPlotOfbootst | Plot density of bootstrap and empirical variance for AIP |
AIPErrPrp | Variance of Atherogenic Index of Plasma (AIP) using Error... |
AIPErrPrp2Ord | Second Order Taylor expansion AIP Error propagation variance |
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... |
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... |
LDLallEq | Calculates and returns the LDL values using all available... |
LDLbootVrnc | Calculate variance of LDL using bootstrapping. |
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... |
LDLErrPrp | Calculate LDL variance using error propagation |
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... |
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 |
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