Annals of Applied Statistics

Article	Citations
Variational Bayesian analysis of nonhomogeneous hidden Markov models with long and ultralong sequences	21
Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel	20
Assessing treatment effect through compliance score in randomized trials with noncompliance	20
VCSEL: Prioritizing SNP-set by penalized variance component selection	20
Association and causation: Attributes and effects of judges in equal employment opportunity commission litigation outcomes	17
Compressed spectral screening for large-scale differential correlation analysis with application in selecting Glioblastoma gene modules	16
Designing experiments for estimating an appropriate outlet size for a silo type problem	15
Modeling past event feedback through biomarker dynamics in the multistate event analysis for cardiovascular disease data	15
Likelihood-based bacterial identification approach for bimicrobial mass spectrometry data	15
A behavioral approach to repeated Bayesian security games	13
Latent variable models for multivariate dyadic data with zero inflation: Analysis of intergenerational exchanges of family support	13
Bayesian multiple instance classification based on hierarchical probit regression	13
BAGEL: A Bayesian graphical model for inferring drug effect longitudinally on depression in people with HIV	13
Latent subgroup identification in image-on-scalar regression	12
Sensitivity analysis of wind energy resources with Bayesian non-Gaussian and nonstationary functional ANOVA	12
Probabilistic HIV recency classification—a logistic regression without labeled individual level training data	11
Multilevel time-series models for small area estimation at different frequencies and domain levels	11
TEAM: A multiple testing algorithm on the aggregation tree for flow cytometry analysis	11
A bridging model to reconcile statistics based on data from multiple surveys	11
A compositional model to assess expression changes from single-cell RNA-seq data	10
Bayesian nested latent class models for cause-of-death assignment using verbal autopsies across multiple domains	10
Predictive inference for travel time on transportation networks	10
Robust causal inference for incremental return on ad spend with randomized paired geo experiments	10
Hierarchical resampling for bagging in multistudy prediction with applications to human neurochemical sensing	10
Clustering on the torus by conformal prediction	9

Composite mixture of log-linear models with application to psychiatric studies	9
Bayesian inference for brain activity from functional magnetic resonance imaging collected at two spatial resolutions	9
Robust sensible adversarial learning of deep neural networks for image classification	9
The scalable birth–death MCMC algorithm for mixed graphical model learning with application to genomic data integration	8
Extended Beta models for poverty mapping. An application integrating survey and remote sensing data in Bangladesh	8
Inferring food intake from multiple biomarkers using a latent variable model	8
Bayesian modeling of insurance claims for hail damage	8
Bayesian adjustment for preferential testing in estimating infection fatality rates, as motivated by the COVID-19 pandemic	8
A robust Bayesian meta-analysis for estimating the Hubble constant via time delay cosmography	8
Identification of influencing factors on self-reported count data with multiple potential inflated values	7
Space-time smoothing models for subnational measles routine immunization coverage estimation with complex survey data	7
Higher criticism for discriminating word-frequency tables and authorship attribution	7
Hospital quality risk standardization via approximate balancing weights	7
A statistical pipeline for identifying physical features that differentiate classes of 3D shapes	7
Tracking hematopoietic stem cell evolution in a Wiskott–Aldrich clinical trial	7
Athlete rating in multicompetitor games with scored outcomes via monotone transformations	7
ALPHA: Audit that learns from previously hand-audited ballots	7
Surrogate method for partial association between mixed data with application to well-being survey analysis	6
Multiscale Poisson process approaches for detecting and estimating differences from high-throughput sequencing assays	6
Bayesian analysis for imbalanced positive-unlabelled diagnosis codes in electronic health records	6
Spatiotemporal satellite data imputation using sparse functional data analysis	6
Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling	6
A latent variable approach for modeling relational data with multiple receivers	6
Quantile regression decomposition analysis of disparity research using complex survey data: Application to disparities in BMI and telomere length between U.S. minority and white population groups	6
Analysing the causal effect of London cycle superhighways on traffic congestion	6
Accurate estimation of rare cell-type fractions from tissue omics data via hierarchical deconvolution	6
Spatiotemporal local interpolation of global ocean heat transport using Argo floats: A debiased latent Gaussian process approach	6
Retrospective varying coefficient association analysis of longitudinal binary traits: Application to the identification of genetic loci associated with hypertension	6
A flexible model for correlated count data, with application to multicondition differential expression analyses of single-cell RNA sequencing data	6
Site occupancy and abundance models for analyzing multiple-visit detection/nondetection data	6
Modeling curves and derivatives as predictors for traffic breakdown probabilities	6
Nested conformal prediction sets for classification with applications to probation data	6
Latent multivariate log-gamma models for high-dimensional MultiType responses with application to daily fine particulate matter and mortality counts	6
Multiple latent clustering model for the inference of RNA life-cycle kinetic rates from sequencing data	5
Structured hierarchical models for probabilistic inference from perturbation screening data	5
Functional clustering for longitudinal associations between social determinants of health and stroke mortality in the U.S.	5
Tracing the impacts of Mount Pinatubo eruption on regional climate using spatially-varying changepoint detection	5
Semiparametric modeling of SARS-CoV-2 transmission using tests, cases, deaths, and seroprevalence data	5
The short-term dynamics of conflict-driven displacement: Bayesian modeling of disaggregated data from Somalia	5
A three-state coupled Markov switching model for COVID-19 outbreaks across Quebec based on hospital admissions	5
Nonparametric causal decomposition of group disparities	5
Generative machine learning methods for multivariate ensemble postprocessing	5
Pan-disease clustering analysis of the trend of period prevalence	5
A novel framework to quantify uncertainty in peptide-tandem mass spectrum matches with application to nanobody peptide identification	5
Nested Dirichlet models for unsupervised attack pattern detection in honeypot data	5
Estimating Covid-19 transmission time using Hawkes point processes	5
Inferring synergistic and antagonistic interactions in mixtures of exposures	5
Individual dynamic prediction for cure and survival based on longitudinal biomarkers	5
Spatio-temporal analysis of dependent risk with an application to cyberattacks data	5
Design-based inference for spatial experiments under unknown interference	5

Multisite disease analytics with applications to estimating COVID-19 undetected cases in Canada	5
A Bayesian machine learning approach for estimating heterogeneous survivor causal effects: Applications to a critical care trial	5
Tensor-variate finite mixture modeling for the analysis of university professor remuneration	5
Has the Covid-19 outbreak capsized the predictive performance of Bayesian VAR models with cointegration and time-varying volatility?	5
Leveraging population outcomes to improve the generalization of experimental results: Application to the JTPA study	4
The role of intrinsic dimension in high-resolution player tracking data—Insights in basketball	4
Two-stage circular-circular regression with zero inflation: Application to medical sciences	4
Contrastive latent variable modeling with application to case-control sequencing experiments	4
Low-rank longitudinal factor regression with application to chemical mixtures	4
Prediction of hereditary cancers using neural networks	4
Bayesian functional registration of fMRI activation maps	4
Contour location for reliability in airfoil simulation experiments using deep Gaussian processes	4
Dimensions, power and factors in an observational study of behavioral problems after physical abuse of children	4
Critical window variable selection for mixtures: Estimating the impact of multiple air pollutants on stillbirth	4
Multivariate mixed membership modeling: Inferring domain-specific risk profiles	4
Causal mediation analysis for sparse and irregular longitudinal data	4
Comparative judgement modelling to map forced marriage at local levels	4
Two-way sparsity for time-varying networks with applications in genomics	4
Sequential Monte Carlo for sampling balanced and compact redistricting plans	4
Estimating the effects of a California gun control program with multitask Gaussian processes	4
Predicting census survey response rates with parsimonious additive models and structured interactions	4
A latent mixture model for heterogeneous causal mechanisms in Mendelian randomization	4
Causal inference for time-varying treatments in latent Markov models: An application to the effects of remittances on poverty dynamics	4
Knockoffs with side information	4
Computationally efficient Bayesian unit-level models for non-Gaussian data under informative sampling with application to estimation of health insurance coverage	4
Extended stochastic block models with application to criminal networks	4
Overlap violations in external validity: Application to Ugandan cash transfer programs	4
Inferring mechanistic parameters of somatic hypermutation using neural networks and approximate Bayesian computation	4
Estimating promotion effects in email marketing using a large-scale cross-classified Bayesian joint model for nested imbalanced data	4
Estimating product cannibalisation in wholesale using multivariate Hawkes processes with inhibition	4
Fitting stochastic epidemic models to gene genealogies using linear noise approximation	3
A Bayesian nonparametric model for inferring subclonal populations from structured DNA sequencing data	3
Bayesian classification, anomaly detection, and survival analysis using network inputs with application to the microbiome	3
A novel estimator of Earth’s curvature (Allowing for inference as well)	3
Improved inference on risk measures for univariate extremes	3
Joint stochastic simulation of extreme coastal and offshore significant wave heights	3
Preelectoral polls variability: A hierarchical Bayesian model to assess the role of house effects with application to Italian elections	3
Bayesian projections of total fertility rate conditional on the United Nations sustainable development goals	3
Probabilistic forecasting of the Arctic sea ice edge with contour modeling	3
Applied regression analysis of correlations for correlated data	3
Model selection uncertainty and stability in beta regression models: A study of bootstrap-based model averaging with an empirical application to clickstream data	3
Accounting for drop-out using inverse probability censoring weights in longitudinal clustered data with informative cluster size	3
Complex discontinuity designs using covariates: Impact of school grade retention on later life outcomes in Chile	3
Multistate capture–recapture models for irregularly sampled data	3
Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous vs. interval medical abortion regimens over gestation	3
Estimating mode effects from a sequential mixed-mode experiment using structural moment models	3
Benefits and costs of matching prior to a difference in differences analysis when parallel trends does not hold	3
Bayesian semiparametric long memory models for discretized event data	3
Bayesian bi-clustering methods with applications in computational biology	3
The Bayesian nested lasso for mixed frequency regression models	3
A simple and flexible test of sample exchangeability with applications to statistical genomics	3
Bayesian model selection: Application to the adjustment of fundamental physical constants	3
Hierarchical Bayesian modeling of ocean heat content and its uncertainty	3
Graph-aware modeling of brain connectivity networks	3
Social order statistics models for ranking data with analysis of preferences in social networks	3
Causal inference for the effect of mobility on COVID-19 deaths	3
A statistical approach to estimating adsorption-isotherm parameters in gradient-elution preparative liquid chromatography	3
Modeling panels of extremes	3
Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to nonrandom missingness	3
Simultaneous non-Gaussian component analysis (SING) for data integration in neuroimaging	3
Two-sample tests for multivariate repeated measurements of histogram objects with applications to wearable device data	3
Sequentially valid tests for forecast calibration	3
An omnibus test for detection of subgroup treatment effects via data partitioning	3
Selective inference for sparse multitask regression with applications in neuroimaging	3
Network differential connectivity analysis	3
Graph link prediction in computer networks using Poisson matrix factorisation	3
Statistical matching and subclassification with a continuous dose: Characterization, algorithm, and application to a health outcomes study	2
Network method for voxel-pair-level brain connectivity analysis under spatial-contiguity constraints	2
distinct: A novel approach to differential distribution analyses	2
Sequential sampling in prospective observational studies	2
Modeling the visibility distribution for respondent-driven sampling with application to population size estimation	2
Global estimation and scenario-based projections of sex ratio at birth and missing female births using a Bayesian hierarchical time series mixture model	2
Estimating global and country-specific excess mortality during the Covid-19 pandemic	2
Assessing aquatic toxicity assessment via a clustered variance model	2
Poisson–Birnbaum–Saunders regression model for clustered count data	2
Integrating Mendelian randomization with causal mediation analyses for characterizing direct and indirect exposure-to-outcome effects	2
Neural networks for extreme quantile regression with an application to forecasting of flood risk	2
Joint modeling of playing time and purchase propensity in massively multiplayer online role-playing games using crossed random effects	2
Bridging randomized controlled trials and single-arm trials using commensurate priors in arm-based network meta-analysis	2
A novel framework to estimate multidimensional minimum effective doses using asymmetric posterior gain and ϵ-tapering	2

Modelled approximations to the ideal filter with application to GDP and its components	2
Spatial predictions on physically constrained domains: Applications to Arctic sea salinity data	2
Tensor regression for incomplete observations with application to longitudinal studies	2
Utilizing a capture–recapture strategy to accelerate infectious disease surveillance	2
The risk of maternal complications after cesarean delivery: Near-far matching for instrumental variables study designs with large observational datasets	2
Bayesian non-homogeneous hidden Markov model with variable selection for investigating drivers of seizure risk cycling	2
Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide	2
Modeling animal movement with directional persistence and attractive points	2
A population-aware retrospective regression to detect genome-wide variants with sex difference in allele frequency	2
Individualized risk assessment of preoperative opioid use by interpretable neural network regression	2
Measuring performance for end-of-life care	2
MASH: Mediation analysis of survival outcome and high-dimensional omics mediators with application to complex diseases	2
Multiple change point detection in functional data with applications to biomechanical fatigue data	2
Continuous and atlas-free analysis of brain structural connectivity	2
Control charts for dynamic process monitoring with an application to air pollution surveillance	2
Functional concurrent regression with compositional covariates and its application to the time-varying effect of causes of death on human longevity	2
Spatial voting models in circular spaces: A case study of the U.S. House of Representatives	2
Bayesian inference and dynamic prediction for multivariate longitudinal and survival data	2
Bayesian learning of Covid-19 vaccine safety while incorporating adverse events ontology	2
Risk-aware restricted outcome learning for individualized treatment regimes of schizophrenia	2
Weighted biomarker variability in joint analysis of longitudinal and time-to-event data	2
Uncertainty quantification of a computer model for binary black hole formation	2
Rapid design of metamaterials via multitarget Bayesian optimization	2
Function-on-function regression for the identification of epigenetic regions exhibiting windows of susceptibility to environmental exposures	2
Full Bayesian inference in hidden Markov models of plant growth	2
Flexible instrumental variable models with Bayesian additive regression trees	2
Bayesian local false discovery rate for sparse count data with application to the discovery of hotspots in protein domains	2
Diagnosis-group-specific transitional care program recommendations for 30-day rehospitalization reduction	2
Handling categorical features with many levels using a product partition model	2
In-game win probabilities for the National Rugby League	2
Semiparametric estimation for dynamic networks with shifted connecting intensities	2
Deconvolution analysis of spatial transcriptomics by multiplicative-additive Poisson-gamma models	2
Joint modeling of multistate and nonparametric multivariate longitudinal data	2
Dirichlet-tree multinomial mixtures for clustering microbiome compositions	2
Learning brain connectivity in social cognition with dynamic network regression	2
Zero-inflated quantile rank-score based test (ZIQRank) with application to scRNA-seq differential gene expression analysis	2
Optimal sampling designs for multidimensional streaming time series with application to power grid sensor data	2
Topological learning for brain networks	2
Privacy-preserving, communication-efficient, and target-flexible hospital quality measurement	2
Estimating causal effects of HIV prevention interventions with interference in network-based studies among people who inject drugs	2
Dynamic prediction of residual life with longitudinal covariates using long short-term memory networks	2
Inference for stochastic kinetic models from multiple data sources for joint estimation of infection dynamics from aggregate reports and virological data	2