AIPErrPrp

Calculate the variance of AIP using Error Propagation (The Delta Method)

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.

Petros Paplomatas

LDLcalc

Calculate and Predict the Low Density Lipoprotein Values

Kostas Anagnostopoulos

AIPErrPrp function

<dl><dt>TG</dt>
<dd>A vector or data frame column containing the triglyceride (TG) values to be used for
the calculation of the variance of Atherogenic Index of Plasma (AIP).
TG and HDL must be of the same length.</dd>
<dt>HDL</dt>
<dd>A vector or data frame column containing the high density lipoprotein (HDL) values
to be used for the calculation of variance of the Atherogenic Index of Plasma (AIP).
TG and HDL must be of the same length.</dd>
<dt>SI</dt>
<dd>Boolean (default=TRUE). AIP is by definition calculated using SI units for TG and HDL
(mmol/L). If mg/dl units are provided instead, SI must be set to FALSE.</dd>
<dt>roundDigit</dt>
<dd>Decimal digits to round the result to (default = 5).</dd></dl>

Arguments

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

<dl>

<dt>TG</dt>
<dd>A vector or data frame column containing the triglyceride (TG) values to be used for
the calculation of the variance of Atherogenic Index of Plasma (AIP).
TG and HDL must be of the same length.</dd>


<dt>HDL</dt>
<dd>A vector or data frame column containing the high density lipoprotein (HDL) values
to be used for the calculation of variance of the Atherogenic Index of Plasma (AIP).
TG and HDL must be of the same length.</dd>


<dt>SI</dt>
<dd>Boolean (default=TRUE). AIP is by definition calculated using SI units for TG and HDL
(mmol/L). If mg/dl units are provided instead, SI must be set to FALSE.</dd>


<dt>roundDigit</dt>
<dd>Decimal digits to round the result to (default = 5).</dd>

</dl>

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

Description

Usage

Value

Arguments

References

Examples