OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of the American Statistical Association is 24. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Matrix Completion Methods for Causal Panel Data Models	153
The Augmented Synthetic Control Method	147
A Penalized Synthetic Control Estimator for Disaggregated Data	74
Robust Post-Matching Inference	68
Stochastic Gradient Markov Chain Monte Carlo	58
Count Time Series: A Methodological Review	58
Graphical Models for Processing Missing Data	57
Cross-Validation: What Does It Estimate and How Well Does It Do It?	56
Matrix Completion, Counterfactuals, and Factor Analysis of Missing Data	50
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls	49
Communication-Efficient Accurate Statistical Estimation	48
Large-Scale Hypothesis Testing for Causal Mediation Effects with Applications in Genome-wide Epigenetic Studies	41
Factor Models for High-Dimensional Tensor Time Series	38
Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation	38
What are the Most Important Statistical Ideas of the Past 50 Years?	36
Hierarchical Community Detection by Recursive Partitioning	33
Selective Inference for Hierarchical Clustering	31
Random Forests for Spatially Dependent Data	29
Estimating Number of Factors by Adjusted Eigenvalues Thresholding	29
Prediction Intervals for Synthetic Control Methods	28
High-Dimensional Vector Autoregressive Time Series Modeling via Tensor Decomposition	28
Nonparametric Causal Effects Based on Longitudinal Modified Treatment Policies	26
Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior	25
Transfer Learning Under High-Dimensional Generalized Linear Models	25