OOIR: Observatory of International Research

Papers

(The TQCC of Annals of Applied Statistics is 3. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Bayesian variable selection for survival data using inverse moment priors	19
Effective model calibration via sensible variable identification and adjustment with application to composite fuselage simulation	18
The ASA president’s task force statement on statistical significance and replicability	18
Orthogonal subsampling for big data linear regression	17
The stratified micro-randomized trial design: Sample size considerations for testing nested causal effects of time-varying treatments	17
A fast particle-based approach for calibrating a 3-D model of the Antarctic ice sheet	16
BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic	15
Estimating global and country-specific excess mortality during the Covid-19 pandemic	15
Log-contrast regression with functional compositional predictors: Linking preterm infants’ gut microbiome trajectories to neurobehavioral outcome	15
Doubly robust treatment effect estimation with missing attributes	13
Spatiotemporal wildfire modeling through point processes with moderate and extreme marks	13
Accounting for dependent errors in predictors and time-to-event outcomes using electronic health records, validation samples and multiple imputation	13
Markov decision processes with dynamic transition probabilities: An analysis of shooting strategies in basketball	12
Estimating high-resolution Red Sea surface temperature hotspots, using a low-rank semiparametric spatial model	12
Inflection points in community-level homeless rates	12
Climate extreme event attribution using multivariate peaks-over-thresholds modeling and counterfactual theory	12
Seasonal warranty prediction based on recurrent event data	12
High-fidelity hurricane surge forecasting using emulation and sequential experiments	12
Causal mediation analysis for sparse and irregular longitudinal data	12
Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths	12
Bayesian multistudy factor analysis for high-throughput biological data	11
A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging	11
A Bayesian model of microbiome data for simultaneous identification of covariate associations and prediction of phenotypic outcomes	11
Function-on-scalar quantile regression with application to mass spectrometry proteomics data	10
Approximate Bayesian inference for analysis of spatiotemporal flood frequency data	10

Feature selection for data integration with mixed multiview data	10
Causal inference from observational studies with clustered interference, with application to a cholera vaccine study	10
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling	10
Estimation of cell lineage trees by maximum-likelihood phylogenetics	10
Large-scale inference of correlation among mixed-type biological traits with phylogenetic multivariate probit models	10
High-resolution Bayesian mapping of landslide hazard with unobserved trigger event	9
The assessment of replication success based on relative effect size	9
Stabilizing variable selection and regression	9
A Bayesian time-varying effect model for behavioral mHealth data	9
Identifying main effects and interactions among exposures using Gaussian processes	8
Efficient Bayesian inference of general Gaussian models on large phylogenetic trees	8
Testing for differential abundance in compositional counts data, with application to microbiome studies	8
Estimating animal utilization distributions from multiple data types: A joint spatiotemporal point process framework	8
The statistical performance of matching-adjusted indirect comparisons: Estimating treatment effects with aggregate external control data	8
Compression of climate simulations with a nonstationary global SpatioTemporal SPDE model	7
Adaptive log-linear zero-inflated generalized Poisson autoregressive model with applications to crime counts	7
Inference in Bayesian additive vector autoregressive tree models	7
Baseline drift estimation for air quality data using quantile trend filtering	7
ALPHA: Audit that learns from previously hand-audited ballots	7
Spike-and-slab Lasso biclustering	7
Kernel machine and distributed lag models for assessing windows of susceptibility to environmental mixtures in children’s health studies	7
Tensor-variate finite mixture modeling for the analysis of university professor remuneration	6
Focused model selection for linear mixed models with an application to whale ecology	6
Perturbed factor analysis: Accounting for group differences in exposure profiles	6
A global-local approach for detecting hotspots in multiple-response regression	6
Torus graphs for multivariate phase coupling analysis	6
A statistical pipeline for identifying physical features that differentiate classes of 3D shapes	6
Assessing selection bias in regression coefficients estimated from nonprobability samples with applications to genetics and demographic surveys	6
Modeling nonstationary temperature maxima based on extremal dependence changing with event magnitude	6
Asymmetric tail dependence modeling, with application to cryptocurrency market data	6
Hierarchical integrated spatial process modeling of monotone West Antarctic snow density curves	6
Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling	6
A flexible sensitivity analysis approach for unmeasured confounding with multiple treatments and a binary outcome with application to SEER-Medicare lung cancer data	6
Bidimensional linked matrix factorization for pan-omics pan-cancer analysis	6
A regression discontinuity design for ordinal running variables: Evaluating central bank purchases of corporate bonds	6
Statistical methods for replicability assessment	6
Modelling the sound production of narwhals using a point process framework with memory effects	5
Joint and individual analysis of breast cancer histologic images and genomic covariates	5
A semiparametric promotion time cure model with support vector machine	5
Probabilistic forecasting of the Arctic sea ice edge with contour modeling	5
Uncertainty quantification of a computer model for binary black hole formation	5
Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery	5
Nonparametric importance sampling for wind turbine reliability analysis with stochastic computer models	5
Assessing the reliability of wind power operations under a changing climate with a non-Gaussian bias correction	5
Causal inference for the effect of mobility on COVID-19 deaths	5
Computationally efficient Bayesian unit-level models for non-Gaussian data under informative sampling with application to estimation of health insurance coverage	5
EDITORIAL: Statistical significance, P-values, and replicability	5
Modelling extremes of spatial aggregates of precipitation using conditional methods	5
Scalable change-point and anomaly detection in cross-correlated data with an application to condition monitoring	5
RADIOHEAD: Radiogenomic analysis incorporating tumor heterogeneity in imaging through densities	5

Control charts for dynamic process monitoring with an application to air pollution surveillance	5
Identifying overlapping terrorist cells from the Noordin Top actor–event network	5
How many refugees and migrants died trying to reach Europe? Joint population size and total estimation	4
Extended stochastic block models with application to criminal networks	4
Bridging randomized controlled trials and single-arm trials using commensurate priors in arm-based network meta-analysis	4
Does terrorism trigger online hate speech? On the association of events and time series	4
The causal effect of a timeout at stopping an opposing run in the NBA	4
Integrating geostatistical maps and infectious disease transmission models using adaptive multiple importance sampling	4
Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous vs. interval medical abortion regimens over gestation	4
Estimation and inference in metabolomics with nonrandom missing data and latent factors	4
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging	4
Estimating the effectiveness of permanent price reductions for competing products using multivariate Bayesian structural time series models	4
A semiparametric mixture method for local false discovery rate estimation from multiple studies	4
Topological learning for brain networks	4
Point process modeling of drug overdoses with heterogeneous and missing data	4
Optimal sampling designs for multidimensional streaming time series with application to power grid sensor data	4
Co-clustering of multivariate functional data for the analysis of air pollution in the South of France	4
Clustering and forecasting multiple functional time series	4
Additive stacking for disaggregate electricity demand forecasting	4
A functional-data approach to the Argo data	4
Nonparametric Bayesian multiarmed bandits for single-cell experiment design	4
Partial-mastery cognitive diagnosis models	4
Early identification of an impending rockslide location via a spatially-aided Gaussian mixture model	4
Global estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture model	4
Multilevel time-series models for small area estimation at different frequencies and domain levels	4
Network differential connectivity analysis	4
An efficient and computationally robust statistical method for analyzing case-control mother–offspring pair genetic association studies	4
Qini-based uplift regression	4
Matrix completion methods for the total electron content video reconstruction	4
Multistate capture–recapture models for irregularly sampled data	4
PTEM: A popularity-based topical expertise model for community question answering	4
In-game win probabilities for the National Rugby League	4
Sequential importance sampling for multiresolution Kingman–Tajima coalescent counting	4
Integrative statistical methods for exposure mixtures and health	4
An evaluation of statistical methods for aggregate patterns of replication failure	3
Dirichlet-tree multinomial mixtures for clustering microbiome compositions	3
Causal inference for time-varying treatments in latent Markov models: An application to the effects of remittances on poverty dynamics	3
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel	3
Fast inference for time-varying quantiles via flexible dynamic models with application to the characterization of atmospheric rivers	3
Robust causal inference for incremental return on ad spend with randomized paired geo experiments	3
A causal exposure response function with local adjustment for confounding: Estimating health effects of exposure to low levels of ambient fine particulate matter	3
A bridging model to reconcile statistics based on data from multiple surveys	3
Optimal EMG placement for a robotic prosthesis controller with sequential, adaptive functional estimation (SAFE)	3
The role of scale in the estimation of cell-type proportions	3
Semi-supervised nonparametric Bayesian modelling of spatial proteomics	3
Bayesian joint modeling of chemical structure and dose response curves	3
Integrated Quantile RAnk Test (iQRAT) for gene-level associations	3
Accounting for uncertainty about past values in probabilistic projections of the total fertility rate for most countries	3
Mixture of hidden Markov models for accelerometer data	3
Contrastive latent variable modeling with application to case-control sequencing experiments	3
The role of intrinsic dimension in high-resolution player tracking data—Insights in basketball	3
Leveraging Hardy–Weinberg disequilibrium for association testing in case-control studies	3
Latent multivariate log-gamma models for high-dimensional MultiType responses with application to daily fine particulate matter and mortality counts	3
Monotonic effects of characteristics on returns	3
Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data	3
An approximate best prediction approach to small area estimation for sheet and rill erosion under informative sampling	3
Bayesian hierarchical random-effects meta-analysis and design of phase I clinical trials	3
Heterogeneous causal effects with imperfect compliance: A Bayesian machine learning approach	3
Partitioning around medoids clustering and random forest classification for GIS-informed imputation of fluoride concentration data	3
Accounting for drop-out using inverse probability censoring weights in longitudinal clustered data with informative cluster size	3
Critical window variable selection for mixtures: Estimating the impact of multiple air pollutants on stillbirth	3
Nested conformal prediction sets for classification with applications to probation data	3
Accounting for survey design in Bayesian disaggregation of survey-based areal estimates of proportions: An application to the American Community Survey	3
Discovering interactions using covariate informed random partition models	3
Analysis of presence-only data via exact Bayes, with model and effects identification	3
Analyses of preventive care measures with incomplete historical data in electronic medical records: An example from colorectal cancer screening	3
Random-effects meta-analysis of Phase I dose-finding studies using stochastic process priors	3
Estimating the stillbirth rate for 195 countries using a Bayesian sparse regression model with temporal smoothing	3
Inhomogeneous spatio-temporal point processes on linear networks for visitors’ stops data	3
A deep learning semiparametric regression for adjusting complex confounding structures	3
Detection of two-way outliers in multivariate data and application to cheating detection in educational tests	3