Annals of Applied Statistics

Article	Citations
Latent variable models for multivariate dyadic data with zero inflation: Analysis of intergenerational exchanges of family support	44
Factor-assisted learning of ultrahigh-dimensional covariates with distributed functional and scalar mixtures with applications to the Avon Longitudinal Study of Parents and Children	36
ALPHA: Audit that learns from previously hand-audited ballots	34
Inferring synergistic and antagonistic interactions in mixtures of exposures	29
Accurate estimation of rare cell-type fractions from tissue omics data via hierarchical deconvolution	26
Predicting gender employment discrepancies: A multivariate Fay-Herriot model for transformed proportions	26
A latent mixture model for heterogeneous causal mechanisms in Mendelian randomization	25
Multilevel time-series models for small area estimation at different frequencies and domain levels	25
Graph link prediction in computer networks using Poisson matrix factorisation	25
The risk of maternal complications after cesarean delivery: Near-far matching for instrumental variables study designs with large observational datasets	24
Modeling panels of extremes	24
Statistical matching and subclassification with a continuous dose: Characterization, algorithm, and application to a health outcomes study	22
Latent space modeling for human disease network with temporal variations: Analysis of medicare data	21
Dirichlet-tree multinomial mixtures for clustering microbiome compositions	19
Control charts for dynamic process monitoring with an application to air pollution surveillance	18
Two-sample tests for multivariate repeated measurements of histogram objects with applications to wearable device data	17
On the fair comparison of optimization algorithms in different machines	14
Variable screening and spatial smoothing in Fréchet regression with application to diffusion tensor imaging	14
Real-time mechanistic Bayesian forecasts of COVID-19 mortality	14
Sequential Monte Carlo for sampling balanced and compact redistricting plans	14
Risk set matched difference-in-differences for the analysis of effect modification in an observational study on the impact of gun violence on health outcomes	14
Penalized joint models of high-dimensional longitudinal biomarkers and a survival outcome	14
Semiparametric linear regression with an interval-censored covariate in the atherosclerosis risk in communities study	14
Data-driven chimney fire risk prediction using machine learning and point process tools	13
Randomization inference for cluster-randomized test-negative designs with application to Dengue studies: Unbiased estimation, partial compliance, and stepped-wedge design	13

DeepMap: Deep learning-based single-cell data integration using iterative cell matching and structure preservation constraints	13
Marginally calibrated response distributions for end-to-end learning in autonomous driving	13
PoD-BIN: A probability of decision Bayesian interval design for time-to-event dose-finding trials with multiple toxicity grades	13
A data envelopment analysis approach for assessing fairness in resource allocation: Application to kidney exchange programs	13
A privacy-preserved and high-utility synthesis strategy for risk-based stratified subgroups of the Canadian scleroderma patient registry data	13
Disentangling the structure of ecological bipartite networks from observation processes	13
Modeling cell populations measured by flow cytometry with covariates using sparse mixture of regressions	11
Identifying peer influence in therapeutic communities adjusting for latent homophily	11
Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies	11
Flexible multivariate spatiotemporal Hawkes process models of terrorism	10
Bayesian hierarchical random-effects meta-analysis and design of phase I clinical trials	10
A Bayesian decision framework for optimizing sequential combination antiretroviral therapy in people with HIV	10
A novel Bayesian framework uncovering brain connectivity-to-shape relationship in preclinical Alzheimer’s disease	10
Joint mixed membership modeling of multivariate longitudinal and survival data for learning the individualized disease progression	10
Averaging polyhazard models using Piecewise deterministic Monte Carlo with applications to data with long-term survivors	10
Probabilistic inversion modeling of gas emissions: A gradient-based MCMC estimation of Gaussian plume parameters	10
An efficient doubly-robust imputation framework for longitudinal dropout, with an application to an Alzheimer’s clinical trial	9
Latent level correlation modeling of multivariate discrete-valued financial time series	9
Simple macroeconomic forecast distributions for the G7 economies	9
Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data	9
Varying impacts of letters of recommendation on college admissions	9
Continuous-time modelling of behavioural responses in animal movement	9
Modeling structure and country-specific heterogeneity in misclassification matrices of verbal autopsy-based cause of death classifiers	9
Latent conjunctive Bayesian network: Unify attribute hierarchy and Bayesian network for cognitive diagnosis	9
Bayesian image-on-image regression via deep kernel learning based Gaussian processes	8
Hierarchical modeling of longitudinal biomarker data with changepoint and flexible sigmoidal response	8
Tensor quantile regression with low-rank tensor train estimation	8
Clustering and meta-analysis using a mixture of dependent linear tail-free priors	8
EBiCop: Ensemble bivariate copulas for modeling multivariate cyber data breach risks	8
Generalized theme dictionary models for association pattern discovery	8
Integrative learning of linear non-Gaussian directed acyclic graphs with application on multisource gene regulatory network analysis	8
Spectral-stimulus information for self-supervised stimulus encoding	8
Predicting milk traits from spectral data using Bayesian probabilistic partial least squares regression	8
ANOPOW for replicated nonstationary time series in experiments	8
Estimating COVID-19 vaccine protection rates via dynamic epidemiological models—a study of 10 countries	7
Comparing baseball players across eras via novel Full House Modeling	7
Social distancing and COVID-19: Randomization inference for a structured dose-response relationship	7
Postelection analysis of presidential election/poll data	7
Endogeneity and moments in time series momentum’s predictability test	7
Matrix completion methods for the total electron content video reconstruction	7
Modelling extremes of spatial aggregates of precipitation using conditional methods	7
Early effects of 2014 U.S. Medicaid expansions on mortality: Design-based inference for impacts on small subgroups despite small-cell suppression	7
Supervised learning of outcome-relevant items from a questionnaire via mixed integer optimization	7
Using proxies to improve forecast evaluation	7
Leveraging cellphone-derived mobility networks to assess Covid-19 travel risk	7
Ranking and selection in large-scale inference of heteroscedastic units	7
Pairwise nonlinear dependence analysis of genomic data	7
Corrigendum Modeling biomarker ratios with gamma distributed components	7
Multiple imputation of hierarchical nonlinear time series data with an application to school enrollment data	7
Readability prediction: How many features are necessary?	7

An extension of estimating equations to model longitudinal medical cost trajectory with Medicare claims data linked to SEER cancer registry	7
Perturbation-robust predictive modeling of social effects by network subspace generalized linear models	7
Estimation and inference for exposure effects with latency in the Cox proportional hazards model in the presence of exposure measurement error	7
Outcome-guided disease subtyping by generative model and weighted joint likelihood in transcriptomic applications	6
Subbotin graphical models for extreme value dependencies with applications to functional neuronal connectivity	6
Exploring spatiotemporal variation in Covid-19 waves: Non-Euclidean spatially aware functional registration	6
Nonparametric causal decomposition of group disparities	6
Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling	6
Design-based inference for spatial experiments under unknown interference	6
Estimating Covid-19 transmission time using Hawkes point processes	6
Nested conformal prediction sets for classification with applications to probation data	6
Compressed spectral screening for large-scale differential correlation analysis with application in selecting Glioblastoma gene modules	6
High-dimensional locally stationary models for identifying neuroimaging biomarkers in Autism Spectrum Disorder	6
Probabilistic HIV recency classification—a logistic regression without labeled individual level training data	6
Functional clustering for longitudinal associations between social determinants of health and stroke mortality in the U.S.	6
A three-state coupled Markov switching model for COVID-19 outbreaks across Quebec based on hospital admissions	6
3D bivariate spatial modelling of Argo ocean temperature and salinity	6
TEAM: A multiple testing algorithm on the aggregation tree for flow cytometry analysis	6
Association and causation: Attributes and effects of judges in equal employment opportunity commission litigation outcomes	6
Temporal network influence model with application to the COVID-19 population flow network	6
Model-free inference for characterizing protein mutations through a coevolutionary lens	6
Communication network dynamics in a large organizational hierarchy	6
Neural posterior estimation with autoregressive tiling for detecting objects in astronomical images	6
Latent subgroup identification in image-on-scalar regression	6
Contrastive latent variable modeling with application to case-control sequencing experiments	6
Individual dynamic prediction for cure and survival based on longitudinal biomarkers	6
Assessing treatment effect through compliance score in randomized trials with noncompliance	6
Tracking hematopoietic stem cell evolution in a Wiskott–Aldrich clinical trial	6
Causal inference for the effect of mobility on COVID-19 deaths	5
A Bayesian record linkage approach to applications in tree demography using overlapping LiDAR scans	5
Assessing aquatic toxicity assessment via a clustered variance model	5
Benefits and costs of matching prior to a difference in differences analysis when parallel trends does not hold	5
Improved inference on risk measures for univariate extremes	5
Bayesian model selection: Application to the adjustment of fundamental physical constants	5
Modeling animal movement with directional persistence and attractive points	5
Heterogeneous network analysis of disease clinical treatment measures via mining electronic medical record data	5
Flexible instrumental variable models with Bayesian additive regression trees	5
Neural networks for extreme quantile regression with an application to forecasting of flood risk	5
Network differential connectivity analysis	5
Heaping and seeping, GAITD regression and doubly constrained reduced-rank vector generalized linear models in smoking studies	5
Semiparametric estimation for dynamic networks with shifted connecting intensities	5
Network method for voxel-pair-level brain connectivity analysis under spatial-contiguity constraints	5
Distributed subsampling and quasi decorrelated score for cluster data: An application to Beijing multisite air quality	5
Joint modeling of playing time and purchase propensity in massively multiplayer online role-playing games using crossed random effects	5
Measuring information transfer between nodes in a brain network through spectral transfer entropy	5
Model-robust Bayesian design through generalised additive models for monitoring submerged shoals	5
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images	5
Knockoffs with side information	5
Joint stochastic simulation of extreme coastal and offshore significant wave heights	5
Spatial predictions on physically constrained domains: Applications to Arctic sea salinity data	5
Estimating product cannibalisation in wholesale using multivariate Hawkes processes with inhibition	5
A latent variable approach for modeling relational data with multiple receivers	5
Deconvolution analysis of spatial transcriptomics by multiplicative-additive Poisson-gamma models	5
Integrating Mendelian randomization with causal mediation analyses for characterizing direct and indirect exposure-to-outcome effects	5
Design-based mapping of land use/land cover classes with bootstrap estimation of precision by nearest-neighbour interpolation	5
Learning common structures in a collection of networks. An application to food webs	5
Tensor regression for incomplete observations with application to longitudinal studies	5
Graph-aware modeling of brain connectivity networks	5
Complex discontinuity designs using covariates: Impact of school grade retention on later life outcomes in Chile	5
A high-dimensional approach to measure connectivity in the financial sector	4
Structure learning for zero-inflated counts with an application to single-cell RNA sequencing data	4
Nonparametric additive value functions: Interpretable reinforcement learning with an application to surgical recovery	4
Network-based modeling of emotional expressions for multiple cancers via a linguistic analysis of an online health community	4
Functional factor modeling of brain connectivity	4
Truncated rank-based tests for two-part models with excessive zeros and applications to microbiome data	4
Bayesian inference for partial orders from random linear extensions: Power relations from 12th century royal acta	4
Spatiotemporal wildfire modeling through point processes with moderate and extreme marks	4
Estimating functional parameters for understanding the impact of weather and government interventions on COVID-19 outbreak	4
Ice model calibration using semicontinuous spatial data	4
Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study	4
The properties of covariate-adaptive randomization procedures with possibly unequal allocation ratio	4
Spatial prediction of local soil erosion distribution in the Wasserstein space	4
Random forests and mixed effects random forests for small area estimation of general parameters: A poverty mapping case study in Mozambique	4
A Bayesian precision medicine framework for calibrating individualized therapeutic indices in cancer	4
Bayesian learning of clinically meaningful sepsis phenotypes in northern Tanzania	4
Bayesian local false discovery rate for sparse count data with application to the discovery of hotspots in protein domains	4
Scalable test of statistical significance for protein-DNA binding changes with insertion and deletion of bases in the genome	4
What makes forest-based heterogeneous treatment effect estimators work?	4
Autoregressive models for panel data causal inference with application to state-level opioid policies	4
A Riemann manifold model framework for longitudinal changes in physical activity patterns	4

Spatiotemporal-network point processes for modeling crime events with landmarks	4
Do forecasts of bankruptcy cause bankruptcy? A machine learning sensitivity analysis	4
Learn then test: Calibrating predictive algorithms to achieve risk control	4
Estimation of Gaussian directed acyclic graphs using partial ordering information with applications to DREAM3 networks and dairy cattle data	4
Bayesian non-homogeneous hidden Markov model with variable selection for investigating drivers of seizure risk cycling	4
Spatial functional data modeling of plant reflectances	4
How many refugees and migrants died trying to reach Europe? Joint population size and total estimation	4
Multimodel ensemble analysis with neural network Gaussian processes	4
Bayesian analysis of verbal autopsy data using factor models with age- and sex-dependent associations between symptoms	4
Bivariate hierarchical Bayesian model for combining summary measures and their uncertainties from multiple sources	4
Learning risk preferences in Markov decision processes: An application to the fourth down decision in the national football league	4
Estimating the average treatment effect in randomized clinical trials with all-or-none compliance	4
Regularized fingerprinting in detection and attribution of climate change with weight matrix optimizing the efficiency in scaling factor estimation	4
Are made and missed different? An analysis of field goal attempts of professional basketball players via depth based testing procedure	4
Statistical curve models for inferring 3D chromatin architecture	4
Seemingly unrelated Bayesian additive regression trees for cost-effectiveness analyses in healthcare	4