Annals of Applied Statistics

Article	Citations
Latent variable models for multivariate dyadic data with zero inflation: Analysis of intergenerational exchanges of family support	34
Likelihood-based bacterial identification approach for bimicrobial mass spectrometry data	24
Composite mixture of log-linear models with application to psychiatric studies	23
Inferring synergistic and antagonistic interactions in mixtures of exposures	22
Factor-assisted learning of ultrahigh-dimensional covariates with distributed functional and scalar mixtures with applications to the Avon Longitudinal Study of Parents and Children	21
ALPHA: Audit that learns from previously hand-audited ballots	20
Accurate estimation of rare cell-type fractions from tissue omics data via hierarchical deconvolution	19
Predicting gender employment discrepancies: A multivariate Fay-Herriot model for transformed proportions	18
Multilevel time-series models for small area estimation at different frequencies and domain levels	17
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel	17
Uncertainty quantification of a computer model for binary black hole formation	16
Control charts for dynamic process monitoring with an application to air pollution surveillance	16
Two-sample tests for multivariate repeated measurements of histogram objects with applications to wearable device data	16
Graph link prediction in computer networks using Poisson matrix factorisation	16
Analysing the causal effect of London cycle superhighways on traffic congestion	16
Modeling panels of extremes	15
A latent mixture model for heterogeneous causal mechanisms in Mendelian randomization	15
Sequential Monte Carlo for sampling balanced and compact redistricting plans	15
Dirichlet-tree multinomial mixtures for clustering microbiome compositions	14
Zero-inflated quantile rank-score based test (ZIQRank) with application to scRNA-seq differential gene expression analysis	14
Statistical matching and subclassification with a continuous dose: Characterization, algorithm, and application to a health outcomes study	13
DeepMap: Deep learning-based single-cell data integration using iterative cell matching and structure preservation constraints	12
The risk of maternal complications after cesarean delivery: Near-far matching for instrumental variables study designs with large observational datasets	12
A Bayesian decision framework for optimizing sequential combination antiretroviral therapy in people with HIV	11
Flexible multivariate spatiotemporal Hawkes process models of terrorism	11

Penalized joint models of high-dimensional longitudinal biomarkers and a survival outcome	11
Identifying peer influence in therapeutic communities adjusting for latent homophily	11
Joint mixed membership modeling of multivariate longitudinal and survival data for learning the individualized disease progression	10
Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data	10
Semiparametric linear regression with an interval-censored covariate in the atherosclerosis risk in communities study	10
Randomization inference for cluster-randomized test-negative designs with application to Dengue studies: Unbiased estimation, partial compliance, and stepped-wedge design	10
On the fair comparison of optimization algorithms in different machines	10
Modeling cell populations measured by flow cytometry with covariates using sparse mixture of regressions	10
Disentangling the structure of ecological bipartite networks from observation processes	10
Real-time mechanistic Bayesian forecasts of COVID-19 mortality	10
Variable screening and spatial smoothing in Fréchet regression with application to diffusion tensor imaging	10
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	10
PoD-BIN: A probability of decision Bayesian interval design for time-to-event dose-finding trials with multiple toxicity grades	10
Markov-modulated Hawkes processes for modeling sporadic and bursty event occurrences in social interactions	10
Approximate Bayesian inference for analysis of spatiotemporal flood frequency data	9
Latent conjunctive Bayesian network: Unify attribute hierarchy and Bayesian network for cognitive diagnosis	9
A privacy-preserved and high-utility synthesis strategy for risk-based stratified subgroups of the Canadian scleroderma patient registry data	9
Data-driven chimney fire risk prediction using machine learning and point process tools	9
Testing for the causal mediation effects of multiple mediators using the kernel machine difference method in genome-wide epigenetic studies	9
Marginally calibrated response distributions for end-to-end learning in autonomous driving	9
Bayesian hierarchical random-effects meta-analysis and design of phase I clinical trials	9
Bayesian multivariate sparse functional principal components analysis with application to longitudinal microbiome multiomics data	8
Continuous-time modelling of behavioural responses in animal movement	8
Clustering and meta-analysis using a mixture of dependent linear tail-free priors	8
Varying impacts of letters of recommendation on college admissions	8
An efficient doubly-robust imputation framework for longitudinal dropout, with an application to an Alzheimer’s clinical trial	8
Modeling structure and country-specific heterogeneity in misclassification matrices of verbal autopsy-based cause of death classifiers	8
Latent level correlation modeling of multivariate discrete-valued financial time series	8
Predicting milk traits from spectral data using Bayesian probabilistic partial least squares regression	8
EBiCop: Ensemble bivariate copulas for modeling multivariate cyber data breach risks	8
Endogeneity and moments in time series momentum’s predictability test	7
ANOPOW for replicated nonstationary time series in experiments	7
Matrix completion methods for the total electron content video reconstruction	7
Readability prediction: How many features are necessary?	7
Corrigendum Modeling biomarker ratios with gamma distributed components	7
Modelling extremes of spatial aggregates of precipitation using conditional methods	7
An extension of estimating equations to model longitudinal medical cost trajectory with Medicare claims data linked to SEER cancer registry	7
Postelection analysis of presidential election/poll data	7
Leveraging cellphone-derived mobility networks to assess Covid-19 travel risk	7
Nonparametric importance sampling for wind turbine reliability analysis with stochastic computer models	7
Estimation and inference for exposure effects with latency in the Cox proportional hazards model in the presence of exposure measurement error	7
Subbotin graphical models for extreme value dependencies with applications to functional neuronal connectivity	7
Pairwise nonlinear dependence analysis of genomic data	7
Tensor quantile regression with low-rank tensor train estimation	7
Generalized theme dictionary models for association pattern discovery	7
Bidimensional linked matrix factorization for pan-omics pan-cancer analysis	7
Using proxies to improve forecast evaluation	7
Estimating COVID-19 vaccine protection rates via dynamic epidemiological models—a study of 10 countries	7
Outcome-guided disease subtyping by generative model and weighted joint likelihood in transcriptomic applications	6
Communication network dynamics in a large organizational hierarchy	6

Social distancing and COVID-19: Randomization inference for a structured dose-response relationship	6
Contrastive latent variable modeling with application to case-control sequencing experiments	6
Distributed subsampling and quasi decorrelated score for cluster data: An application to Beijing multisite air quality	6
Nested conformal prediction sets for classification with applications to probation data	6
Early effects of 2014 U.S. Medicaid expansions on mortality: Design-based inference for impacts on small subgroups despite small-cell suppression	6
Multiple imputation of hierarchical nonlinear time series data with an application to school enrollment data	6
Assessing treatment effect through compliance score in randomized trials with noncompliance	6
A three-state coupled Markov switching model for COVID-19 outbreaks across Quebec based on hospital admissions	6
Latent subgroup identification in image-on-scalar regression	6
Tracking hematopoietic stem cell evolution in a Wiskott–Aldrich clinical trial	6
Probabilistic HIV recency classification—a logistic regression without labeled individual level training data	6
Comparing baseball players across eras via novel Full House Modeling	6
Compressed spectral screening for large-scale differential correlation analysis with application in selecting Glioblastoma gene modules	6
Individual dynamic prediction for cure and survival based on longitudinal biomarkers	6
Temporal network influence model with application to the COVID-19 population flow network	6
Association and causation: Attributes and effects of judges in equal employment opportunity commission litigation outcomes	6
Deconvolution analysis of spatial transcriptomics by multiplicative-additive Poisson-gamma models	5
Assessing aquatic toxicity assessment via a clustered variance model	5
A latent variable approach for modeling relational data with multiple receivers	5
Functional clustering for longitudinal associations between social determinants of health and stroke mortality in the U.S.	5
TEAM: A multiple testing algorithm on the aggregation tree for flow cytometry analysis	5
Estimating Covid-19 transmission time using Hawkes point processes	5
Estimating product cannibalisation in wholesale using multivariate Hawkes processes with inhibition	5
Joint modeling of playing time and purchase propensity in massively multiplayer online role-playing games using crossed random effects	5
Network differential connectivity analysis	5
Joint stochastic simulation of extreme coastal and offshore significant wave heights	5
Causal inference for the effect of mobility on COVID-19 deaths	5
Network method for voxel-pair-level brain connectivity analysis under spatial-contiguity constraints	5
Design-based inference for spatial experiments under unknown interference	5
Computationally efficient Bayesian unit-level models for non-Gaussian data under informative sampling with application to estimation of health insurance coverage	5
Semiparametric estimation for dynamic networks with shifted connecting intensities	5
Flexible instrumental variable models with Bayesian additive regression trees	5
Integrating Mendelian randomization with causal mediation analyses for characterizing direct and indirect exposure-to-outcome effects	5
Improved inference on risk measures for univariate extremes	5
Benefits and costs of matching prior to a difference in differences analysis when parallel trends does not hold	5
A Bayesian record linkage approach to applications in tree demography using overlapping LiDAR scans	5
Complex discontinuity designs using covariates: Impact of school grade retention on later life outcomes in Chile	5
Nonparametric causal decomposition of group disparities	5
Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling	5
Pan-disease clustering analysis of the trend of period prevalence	5
Knockoffs with side information	5
Tensor regression for incomplete observations with application to longitudinal studies	5
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images	5
Bayesian model selection: Application to the adjustment of fundamental physical constants	5
Modeling animal movement with directional persistence and attractive points	4
Are made and missed different? An analysis of field goal attempts of professional basketball players via depth based testing procedure	4
Bayesian non-homogeneous hidden Markov model with variable selection for investigating drivers of seizure risk cycling	4
Scalable change-point and anomaly detection in cross-correlated data with an application to condition monitoring	4
Learn then test: Calibrating predictive algorithms to achieve risk control	4
Graph-aware modeling of brain connectivity networks	4
Learning common structures in a collection of networks. An application to food webs	4
Spatial predictions on physically constrained domains: Applications to Arctic sea salinity data	4
Measuring information transfer between nodes in a brain network through spectral transfer entropy	4
Spatial functional data modeling of plant reflectances	4
Thompson sampling for zero-inflated count outcomes with an application to the Drink Less mobile health study	4
Bayesian analysis of verbal autopsy data using factor models with age- and sex-dependent associations between symptoms	4
Functional factor modeling of brain connectivity	4
A high-dimensional approach to measure connectivity in the financial sector	4
Regularized fingerprinting in detection and attribution of climate change with weight matrix optimizing the efficiency in scaling factor estimation	4
Estimating the effectiveness of permanent price reductions for competing products using multivariate Bayesian structural time series models	4
What makes forest-based heterogeneous treatment effect estimators work?	4
Inhomogeneous spatio-temporal point processes on linear networks for visitors’ stops data	4
Bayesian local false discovery rate for sparse count data with application to the discovery of hotspots in protein domains	4
Neural networks for extreme quantile regression with an application to forecasting of flood risk	4
Multimodel ensemble analysis with neural network Gaussian processes	4
Nonparametric additive value functions: Interpretable reinforcement learning with an application to surgical recovery	4
A functional-data approach to the Argo data	4
The properties of covariate-adaptive randomization procedures with possibly unequal allocation ratio	4
Network-based modeling of emotional expressions for multiple cancers via a linguistic analysis of an online health community	4
Estimating functional parameters for understanding the impact of weather and government interventions on COVID-19 outbreak	4
Design-based mapping of land use/land cover classes with bootstrap estimation of precision by nearest-neighbour interpolation	4
Sparse block signal detection and identification for shared cross-trait association analysis	4
How many refugees and migrants died trying to reach Europe? Joint population size and total estimation	4
Ice model calibration using semicontinuous spatial data	4
Heterogeneous network analysis of disease clinical treatment measures via mining electronic medical record data	4
Model-robust Bayesian design through generalised additive models for monitoring submerged shoals	4
Multivariate mixed membership modeling: Inferring domain-specific risk profiles	4
Structure learning for zero-inflated counts with an application to single-cell RNA sequencing data	4
A Bayesian precision medicine framework for calibrating individualized therapeutic indices in cancer	4
Statistical curve models for inferring 3D chromatin architecture	4

Do forecasts of bankruptcy cause bankruptcy? A machine learning sensitivity analysis	4
Bayesian learning of clinically meaningful sepsis phenotypes in northern Tanzania	4