Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics
On an additive partial correlation operator and nonparametric estimation of graphical models
The correlation space of Gaussian latent tree models and model selection without fitting
Variable selection for case-cohort studies with failure time outcome
A differential-geometric approach to generalized linear models with grouped predictors
Sparse envelope model: efficient estimation and response variable selection in multivariate linear regression
Indirect multivariate response linear regression
An adaptive two-sample test for high-dimensional means
Accurate directional inference for vector parameters
Distribution of likelihood-based p -values under a local alternative hypothesis
A theoretical study of Stein's covariance estimator
A Bayesian view of doubly robust causal inference
Intrinsic efficiency and multiple robustness in longitudinal studies with drop-out
Particle Metropolis-adjusted Langevin algorithms
On random- and systematic-scan samplers
Bootstrap-based testing of equality of mean functions or equality of covariance operators for functional data
A goodness-of-fit test for structural nested mean models
On the win-ratio statistic in clinical trials with multiple types of event