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Variable Selection

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TitleStatusHype
Can Machine Learning discover the determining factors in participation in insurance schemes? A comparative analysis—0
Catching Change-points with Lasso—0
A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics—0
Causal nearest neighbor rules for optimal treatment regimes—0
CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference—0
APPLE: Approximate Path for Penalized Likelihood Estimators—0
CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate—0
Applications of Machine Learning for the Ratemaking in Agricultural Insurances—0
Closed-form Estimators for High-dimensional Generalized Linear Models—0
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups—0
A projection pursuit framework for testing general high-dimensional hypothesis—0
A least distance estimator for a multivariate regression model using deep neural networks—0
Comparison of Machine Learning Models in Food Authentication Studies—0
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework—0
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition—0
Covariate-Elaborated Robust Partial Information Transfer with Conditional Spike-and-Slab Prior—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
Conditional Variable Selection for Intelligent Test—0
Confidence Sets Based on Thresholding Estimators in High-Dimensional Gaussian Regression Models—0
Confounder Selection via Support Intersection—0
A Statistical-Modelling Approach to Feedforward Neural Network Model Selection—0
Consistent selection of tuning parameters via variable selection stability—0
A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection—0
Consistent support recovery for high-dimensional diffusions—0
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection—0
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