Showing 221–240 of 242 results
/ Date/ Name
Jul 9, 2016Robust causal inference with continuous instruments using the local instrumental variable curveMay 12, 2016A Nonparametric Likelihood Approach for Inference in Instrumental Variable ModelsMar 28, 2016A Shrinkage Principle for Heavy-Tailed Data: High-Dimensional Robust Low-Rank Matrix RecoveryMar 17, 2016Weighted mining of massive collections of $p$-values by convex optimizationJan 23, 2016Mediation Analysis for Count and Zero-Inflated Count Data without Sequential Ignorability and Its Application in Dental StudiesNov 30, 2015High-dimensional Multivariate Mediation: with Application to Neuroimaging DataOct 1, 2015A Direct Approach for Sparse Quadratic Discriminant AnalysisSep 14, 2015Markov Boundary Discovery with Ridge Regularized Linear ModelsJul 30, 2015Large Covariance Estimation through Elliptical Factor ModelsJun 5, 2015High-dimensional Ordinary Least-squares Projection for Screening VariablesMay 14, 2015Sensitivity Analysis for Multiple Comparisons in Matched Observational Studies through Quadratically Constrained Linear ProgrammingApr 12, 2015Optimal Multiple Testing Under a Gaussian Prior on the Effect SizesFeb 16, 2015Asymptotics of Empirical Eigen-structure for Ultra-high Dimensional Spiked Covariance ModelNov 5, 2014Guaranteed Monte Carlo Methods for Bernoulli Random VariablesOct 24, 2014Median Selection Subset Aggregation for Parallel InferenceJun 19, 2014Overcoming computational inability to predict clinical outcome from high-dimensional patient data using Bayesian methodsFeb 19, 2014Sparse Quantile Huber Regression for Efficient and Robust EstimationJul 11, 2013Minimum Distance Estimation for Robust High-Dimensional RegressionJul 17, 2012A Point-process Response Model for Spike Trains from Single Neurons in Neural Circuits under Optogenetic StimulationJul 5, 2012Robust Bayesian inference of networks using Dirichlet t-distributions