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sharp  

Stability-enHanced Approaches using Resampling Procedures
View on CRAN: Click here


Download and install sharp package within the R console
Install from CRAN:
install.packages("sharp")

Install from Github:
library("remotes")
install_github("cran/sharp")

Install by package version:
library("remotes")
install_version("sharp", "1.4.6")



Attach the package and use:
library("sharp")
Maintained by
Barbara Bodinier
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-17
Latest Update: 2023-08-27
Description:
In stability selection (N Meinshausen, P B
How to cite:
Barbara Bodinier (2022). sharp: Stability-enHanced Approaches using Resampling Procedures. R package version 1.4.6, https://cran.r-project.org/web/packages/sharp. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.1.0 (2022-06-17 12:40), 1.2.0 (2022-08-15 09:40), 1.2.1 (2022-12-10 00:20), 1.3.0 (2023-01-17 23:50), 1.4.0 (2023-04-18 14:30), 1.4.1 (2023-05-31 10:00), 1.4.2 (2023-06-09 18:20), 1.4.3 (2023-08-28 00:30), 1.4.4 (2023-10-22 00:50), 1.4.5 (2024-01-22 21:40)
Other packages that cited sharp R package
View sharp citation profile
Other R packages that sharp depends, imports, suggests or enhances
Complete documentation for sharp
Functions, R codes and Examples using the sharp R package
Some associated functions: AdjacencyFromObject . AggregatedEffects . ArgmaxId . BiSelection . BinomialProbabilities . BlockLambdaGrid . CART . CalibrationCurve . CalibrationPlot . CheckDataRegression . CheckInputClustering . CheckInputGraphical . CheckPackageInstalled . CheckParamRegression . Clustering . ClusteringAlgo . ClusteringPerformance . CoMembership . Coefficients . Combine . Concatenate . ConsensusScore . DBSCANClustering . DummyToCategories . Ensemble . EnsemblePredictions . ExplanatoryPerformance . FDP . Folds . GMMClustering . Graph . GraphComparison . GraphicalAlgo . GraphicalModel . GroupPLS . HierarchicalClustering . Incremental . KMeansClustering . LambdaGridGraphical . LambdaGridRegression . LambdaSequence . LinearSystemMatrix . NAToNULL . OpenMxMatrix . OpenMxModel . PAMClustering . PFER . PLS . PenalisedGraphical . PenalisedOpenMx . PenalisedRegression . PredictPLS . Refit . Resample . SelectionAlgo . SelectionPerformance . SelectionPerformanceGraph . SelectionPerformanceSingle . SelectionProportions . SelectionProportionsGraphical . SelectionProportionsRegression . SerialClustering . SerialGraphical . SerialRegression . SparseGroupPLS . SparseKMeansClustering . SparsePCA . SparsePLS . Split . Square . StabilityMetrics . StabilityScore . Stable . StructuralModel . UnweightedKMeansClustering . VariableSelection . WeightBoxplot . mystar . mytriangle . plot.clustering . plot.incremental . plot.roc_band . plot.variable_selection . predict.variable_selection . sharp-package . 
Some associated R codes: PFER.R . algorithms.R . bi_selection.R . calibration.R . check.R . clustering.R . clustering_algorithms.R . decision_trees.R . dimensionality_reduction.R . ensemble.R . explanatory_performance.R . graphical_model.R . igraph_object.R . lambda_grid.R . metrics.R . multi_block.R . parallelisation.R . penalised_models.R . resampling.R . s3_coef.R . s3_plot.R . s3_predict.R . s3_print.R . s3_summary.R . selection_performance.R . sharp-package.R . stability_output.R . stability_score.R . structural_equation_modelling.R . utils.R . variable_selection.R .  Full sharp package functions and examples
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