| Superheat: An R Package for Creating Beautiful and Extendable Heatmaps for Visualizing Compi-x Data |
21 |
| Practical Heteroscedastic Gaussian Process Modeling for Large Simulation Experiments |
14 |
| BAMLSS: Bayesian Additive Models for Location, Scale, and Shape (and Beyond) |
13 |
| Efficient Algorithms for Bayesian Nearest Neighbor Gaussian Processes |
12 |
| Bayesian Synthetic Likelihood |
11 |
| Algorithms for Fitting the Constrained Lasso |
11 |
| Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods |
10 |
| Fast Algorithms for Large-Scale Generalized Distance Weighted Discrimination |
8 |
| A Measure of Directional Outlyingness With Applications to Image Data and Video |
8 |
| Sparse Convex Clustering |
7 |
| Multivariate Functional Data Visualization and Outlier Detection |
7 |
| ABC-CDE: Toward Approximate Bayesian Computation With Complex High-Dimensional Data and Limited Simulations |
7 |
| Finding the Number of Normal Groups in Model-Based Clustering via Constrained Likelihoods |
6 |
| A Spatial Markov Model for Climate Extremes |
6 |
| Minimax and Minimax Projection Designs Using Clustering |
6 |
| Hierarchical Decompositions for the Computation of High-Dimensional Multivariate Normal Probabilities |
5 |
| Penalized Orthogonal Iteration for Sparse Estimation of Generalized Eigenvalue Problem |
5 |
| On Kernel-Based Intensity Estimation of Spatial Point Patterns on Linear Networks |
5 |
| Efficient Sampling for Gaussian Linear Regression With Arbitrary Priors |
5 |
| Damped Anderson Acceleration With Restarts and Monotonicity Control for Accelerating EM and EM-like Algorithms |
5 |
| Simultaneous Variable and Covariance Selection With the Multivariate Spike-and-Slab LASSO |
5 |
| The Accumulated Persistence Function, a New Useful Functional Summary Statistic for Topological Data Analysis, With a View to Brain Artery Trees and Spatial Point Process Applications |
4 |
| A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models |
4 |
| Generalized Additive Models for Pair-Copula Constructions |
4 |
| Pyramid Quantile Regression |
4 |
| Minimizing Sum of Truncated Convex Functions and Its Applications |
4 |
| Using Approximation Algorithms to Build Evidence Factors and Related Designs for Observational Studies |
4 |
| Additive Function-on-Function Regression |
4 |
| Gaussian Variational Approximation With a Factor Covariance Structure |
4 |
| SinaPlot: An Enhanced Chart for Simple and Truthful Representation of Single Observations Over Multiple Classes |
4 |
| Estimating Orthant Probabilities of High-Dimensional Gaussian Vectors with An Application to Set Estimation |
4 |
| Speeding up MCMC by Delayed Acceptance and Data Subsampling |
3 |
| A Repelling-Attracting Metropolis Algorithm for Multimodality |
3 |
| An Efficient Sampling Algorithm for Network Motif Detection |
3 |
| Imputation of Mixed Data With Multilevel Singular Value Decomposition |
3 |
| Differentially Private Significance Tests for Regression Coefficients |
3 |
| Multiresolution Network Models |
3 |
| Fast Computation of Tukey Trimmed Regions and Median in Dimension p > 2 |
3 |
| Optimal Designs for Multi-Response Nonlinear Regression Models With Several Factors via Semidefinite Programming |
3 |
| Fast and Stable Multivariate Kernel Density Estimation by Fast Sum Updating |
3 |
| Multivariate Outliers and the O3 Plot |
3 |
| Gradient-based Regularization Parameter Selection for Problems With Nonsmooth Penalty Functions |
3 |
| Detecting Changes in Slope With an L-0 Penalty |
3 |
| A Grammar for Reproducible and Painless Extract-Transform-Load Operations on Medium Data |
2 |
| The Graphical Horseshoe Estimator for Inverse Covariance Matrices |
2 |
| Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error |
2 |
| SPEW: Synthetic Populations and Ecosystems of the World |
2 |
| Local-Likelihood Transformation Kernel Density Estimation for Positive Random Variables |
2 |
| Improving Spectral Clustering Using the Asymptotic Value of the Normalized Cut |
2 |
| Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models |
2 |
