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.
| Version: | 2.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | data.table, caret, caretEnsemble, lares, corrplot, RColorBrewer, lattice, resample, moments, ggplot2, janitor, philentropy, sets |
| Suggests: | rmarkdown, knitr, Cubist, earth, gbm, glmnet, gridExtra, kernlab, randomForest, tidyr, testthat (≥ 3.0.0) |
| Published: | 2022-05-31 |
| Author: | Petros Paplomatas [aut, cre], Kostas Anagnostopoulos [aut] |
| Maintainer: | Petros Paplomatas <P.paplomatas at hotmail.com> |
| License: | GPL-3 |
| URL: | https://sciencesandresearch.com/ldlcalc-calculate-and-predict-the-low-density-lipoprotein-values ,https://sciencesandresearch.com/ldlcalctutorial |
| NeedsCompilation: | no |
| CRAN checks: | LDLcalc results |
| Reference manual: | LDLcalc.pdf |
| Vignettes: |
Calculate And Predict LDL Variance calculation of LDL and AIP |
| Package source: | LDLcalc_2.0.tar.gz |
| Windows binaries: | r-devel: LDLcalc_2.0.zip, r-release: LDLcalc_2.0.zip, r-oldrel: LDLcalc_2.0.zip |
| macOS binaries: | r-release (arm64): LDLcalc_2.0.tgz, r-oldrel (arm64): LDLcalc_2.0.tgz, r-release (x86_64): LDLcalc_2.0.tgz, r-oldrel (x86_64): LDLcalc_2.0.tgz |
| Old sources: | LDLcalc archive |
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