lars: Least Angle Regression, Lasso and Forward Stagewise

Canonical link: https://rscholar.com/pkg/lars

Trevor Hastie • Brad Efron • View description and downloads View dependencies GitHub project

2003 Published

1.3 Version

0 Citations

2 Authors

Referenced by ⇅	Year
bastah: Big Data Statistical Analysis for High-Dimensional Models (Version 1.0.7)	2016
fsMTS: Feature Selection for Multivariate Time Series (Version 0.1.7)	2020
NHMSAR: Non-Homogeneous Markov Switching Autoregressive Models (Version 1.19)	2014
qut: Quantile Universal Threshold (Version 2.2)	2015
RAEN: Random Approximate Elastic Net (RAEN) Variable Selection Method (Version 0.2)	2021
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models (Version 2.0.0)	2017
rRAP: Real-Time Adaptive Penalization for Streaming Lasso Models (Version 1.1)	2016
elasticnet: Elastic-Net for Sparse Estimation and Sparse PCA (Version 1.3)	2005
Cascade: Selection, Reverse-Engineering and Prediction in Cascade Networks (Version 2.1)	2019
CureAuxSP: Mixture Cure Models with Auxiliary Subgroup Survival Probabilities (Version 0.0.1)	2024
DisaggregateTS: High-Dimensional Temporal Disaggregation (Version 2.0.0)	2022
FeaLect: Scores Features for Feature Selection (Version 1.20)	2010
FindIt: Finding Heterogeneous Treatment Effects (Version 1.2.0)	2012
GGMselect: Gaussian Graphs Models Selection (Version 0.1-12.7)	2009
Libra: Linearized Bregman Algorithms for Generalized Linear Models (Version 1.7)	2015
MachineShop: Machine Learning Models and Tools (Version 3.8.0)	2018
OTRselect: Variable Selection for Optimal Treatment Decision (Version 1.2)	2016
PACLasso: Penalized and Constrained Lasso Optimization (Version 1.0.0)	2019
PAGWAS: Pathway Analysis Methods for Genomewide Association Data (Version 2.0)	2013
Patterns: Deciphering Biological Networks with Patterned Heterogeneous Measurements (Version 1.5)	2019
QTL.gCIMapping: QTL Genome-Wide Composite Interval Mapping (Version 3.4)	2018
RXshrink: Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression (Version 2.3)	2005
RobMixReg: Robust Mixture Regression (Version 1.1.0)	2020
SPSP: Selection by Partitioning the Solution Paths (Version 0.2.0)	2021
SelectBoost: A General Algorithm to Enhance the Performance of Variable Selection Methods in Correlated Datasets (Version 2.2.2)	2019
TSdisaggregation: High-Dimensional Temporal Disaggregation (Version 2.0.0)	2022
changepointsVar: Change-Points Detections for Changes in Variance (Version 0.1.1)	2018
chemometrics: Multivariate Statistical Analysis in Chemometrics (Version 1.4.4)	2008
cumSeg: Change Point Detection in Genomic Sequences (Version 1.3)	2010
directlabels: Direct Labels for Multicolor Plots (Version 2024.1.21)	2010
ebreg: Implementation of the Empirical Bayes Method (Version 0.1.3)	2019
facmodTS: Time Series Factor Models for Asset Returns (Version 1.0)	2023
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
gamlss.lasso: Extra Lasso-Type Additive Terms for GAMLSS (Version 1.0-1)	2021
glmnet: Lasso and Elastic-Net Regularized Generalized Linear Models (Version 4.1-8)	2008
gwrr: Fits Geographically Weighted Regression Models with Diagnostic Tools (Version 0.2-2)	2011
islasso: The Induced Smoothed Lasso (Version 1.5.2)	2019
knockoff: The Knockoff Filter for Controlled Variable Selection (Version 0.3.6)	2014
lassopv: Nonparametric P-Value Estimation for Predictors in Lasso (Version 0.2.0)	2017
mcb: Model Confidence Bounds (Version 0.1.15)	2020
monomvn: Estimation for MVN and Student-t Data with Monotone Missingness (Version 1.9-21)	2007
mrMLM: Multi-Locus Random-SNP-Effect Mixed Linear Model Tools for GWAS (Version 5.0.1)	2016
mrMLM.GUI: Multi-Locus Random-SNP-Effect Mixed Linear Model Tools for Genome-Wide Association Study with Graphical User Interface (Version 4.0.2)	2018
perryExamples: Examples for Integrating Prediction Error Estimation into Regression Models (Version 0.1.1)	2021
pfa: Estimates False Discovery Proportion Under Arbitrary Covariance Dependence (Version 1.1)	2012
plsRcox: Partial Least Squares Regression for Cox Models and Related Techniques (Version 1.7.7)	2011
quadrupen: Sparsity by Worst-Case Quadratic Penalties (Version 0.2-12)	2012
robustHD: Robust Methods for High-Dimensional Data (Version 0.8.1)	2012
scalreg: Scaled Sparse Linear Regression (Version 1.0.1)	2013
scout: Implements the Scout Method for Covariance-Regularized Regression (Version 1.0.4)	2009
sealasso: Standard Error Adjusted Adaptive Lasso (Version 0.1-3)	2013
sisVIVE: Some Invalid Some Valid Instrumental Variables Estimator (Version 1.4)	2014
spikeslab: Prediction and Variable Selection Using Spike and Slab Regression (Version 1.1.6)	2010
stabs: Stability Selection with Error Control (Version 0.6-4)	2014

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