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Quick start for abess: Linear regression2 years ago
Brief introduction | Quick example | Fixed support size best subset selection | Adaptive best subset selection | Real data example | Hitters Dataset | Running ABESS | Interpret the Result | Advanced features | Feature screening for ultra-high dimensional dataset | More features
Ball: Statistical Inference and Sure Independence Screening via Ball Statistics5 years ago
Quick Start | Installation | CRAN version | Github version | Quick Start: Univariate Two-sample Test | Quick Start: Multivariate Two-sample Test | Quick Start: Univariate Test of Independence | Quick Start: Multivariate Test of Independence | Advance Features | Non-Hilbert Space Data | Example 1: Simulated von Mises-Fisher distribution data | Example 2: Macaques Data | Example 3: ArcticLake Data | K-Sample Test | Weighted Ball Covariance Test | Ball Covariance Mutual Independence Test | Ball Correlation Based Sure Independence Screening | BCor-SIS: Quick Start Example | Extension of BCor-SIS: A Censored Survival Data
bd.gwas.test: Fast Ball Divergence Test for Multiple Hypothesis Tests5 years ago
Introduction | Faster implementation: quick start | Why bd.gwas.test is faster? | Two-step algorithm | Recycle permutation result | Power evaluation
robustlm: Robust Variable Selection with Exponential Squared Loss6 years ago
Quick Start | Boston Housing Price Dataset | References