| Panning for gold: model-X' knockoffs for high dimensional controlled variable selection |
36 |
| Approximate residual balancing: debiased inference of average treatment effects in high dimensions |
28 |
| High dimensional change point estimation via sparse projection |
17 |
| Kernel-based tests for joint independence |
13 |
| Narrowest-over-threshold detection of multiple change points and change-point-like features |
10 |
| The correlated pseudomarginal method |
9 |
| Bayesian regression tree ensembles that adapt to smoothness and sparsity |
9 |
| Confidence intervals for causal effects with invalid instruments by using two-stage hard thresholding with voting |
9 |
| AdaPT: an interactive procedure for multiple testing with side information |
8 |
| Multiple testing with the structure-adaptive Benjamini-Hochberg algorithm |
8 |
| Inference for empirical Wasserstein distances on finite spaces |
8 |
| Estimation of tail risk based on extreme expectiles |
8 |
| Matrix variate regressions and envelope models |
8 |
| Random networks, graphical models and exchangeability |
8 |
| Approximate Bayesian computation with the Wasserstein distance |
7 |
| Detecting and dating structural breaks in functional data without dimension reduction |
7 |
| Another look at distance-weighted discrimination |
7 |
| Deterministic parallel analysis: an improved method for selecting factors and principal components |
7 |
| Goodness-of-fit tests for high dimensional linear models |
6 |
| A geometric approach to confidence regions and bands for functional parameters |
6 |
| Covariate-assisted ranking and screening for large-scale two-sample inference |
6 |
| Sparse generalized eigenvalue problem: optimal statistical rates via truncated Rayleigh flow |
6 |
| Dynamic shrinkage processes |
5 |
| False discovery proportion estimation by permutations: confidence for significance analysis of microarrays |
5 |
| A block model for node popularity in networks with community structure |
5 |
| Unified empirical likelihood ratio tests for functional concurrent linear models and the phase transition from sparse to dense functional data |
5 |
| Testing mutual independence in high dimension via distance covariance |
4 |
| Bounded, efficient and multiply robust estimation of average treatment effects using instrumental variables |
4 |
| On mitigating the analytical limitations of finely stratified experiments |
4 |
| Scalable importance tempering and Bayesian variable selection |
4 |
| Semi-supervised approaches to efficient evaluation of model prediction performance |
3 |
| Hybrid quantile regression estimation for time series models with conditional heteroscedasticity |
3 |
| A general asymptotic framework for distribution-free graph-based two-sample tests |
3 |
| Semiparametric dynamic max-copula model for multivariate time series |
3 |
| Optimal a priori balance in the design of controlled experiments |
3 |
| An omnibus non-parametric test of equality in distribution for unknown functions |
3 |
| Robust causal inference with continuous instruments using the local instrumental variable curve |
3 |
| Maximin projection learning for optimal treatment decision with heterogeneous individualized treatment effects |
3 |
| Auxiliary gradient-based sampling algorithms |
3 |
| Estimated Wold representation and spectral-density-driven bootstrap for time series |
2 |
| Characterization of c L- and phi(k)-optimal designs for a class of non-linear multiple-regression models |
2 |
| On cross-validation for sparse reduced rank regression |
2 |
| High dimensional linear discriminant analysis: optimality, adaptive algorithm and missing data |
2 |
| Asymptotic properties and information criteria for misspecified generalized linear mixed models |
2 |
| Expectation propagation in the large data limit |
2 |
| On structure testing for component covariance matrices of a high dimensional mixture |
2 |
| On the design of experiments with ordered treatments |
2 |
| A general framework for quantile estimation with incomplete data |
2 |
| Clustering functional data into groups by using projections |
2 |
| Hypoelliptic diffusions: filtering and inference from complete and partial observations |
2 |
