Statistical research spans an enormous range from direct subject-matter collaborations to pure mathematical theory. The Annals of Applied Statistics, the newest journal from the IMS, is aimed at papers in the applied half of this range. Published quarterly in both print and electronic form, our goal is to provide a timely and unified forum for all areas of applied statistics.
统计研究跨越了从直接主题合作到纯数学理论的巨大范围。《应用统计年鉴》是国际统计学会最新的期刊，主要针对这一范围中应用型的论文。我们的目标是为应用统计的所有领域提供一个及时和统一的论坛。
Distributional regression forests for probabilistic precipitation forecasting in complex terrain
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-AOAS1247
NETWORK CLASSIFICATION WITH APPLICATIONS TO BRAIN CONNECTOMICS.
来源期刊：The annals of applied statisticsDOI：10.1214/19-AOAS1252
MULTILAYER KNOCKOFF FILTER: CONTROLLED VARIABLE SELECTION AT MULTIPLE RESOLUTIONS.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1185
VARIABLE PRIORITIZATION IN NONLINEAR BLACK BOX METHODS: A GENETIC ASSOCIATION CASE STUDY1.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1222
BAYESIAN METHODS FOR MULTIPLE MEDIATORS: RELATING PRINCIPAL STRATIFICATION AND CAUSAL MEDIATION IN THE ANALYSIS OF POWER PLANT EMISSION CONTROLS.
来源期刊：The annals of applied statisticsDOI：10.1214/19-aoas1260
CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1206
THREE-WAY CLUSTERING OF MULTI-TISSUE MULTI-INDIVIDUAL GENE EXPRESSION DATA USING SEMI-NONNEGATIVE TENSOR DECOMPOSITION.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1228
Genome-wide analyses of sparse mediation effects under composite null hypotheses
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1181
SPATIO-TEMPORAL SHORT-TERM WIND FORECAST: A CALIBRATED REGIME-SWITCHING METHOD.
来源期刊：The annals of applied statisticsDOI：10.1214/19-aoas1243
ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1231
Modeling seasonality and serial dependence of electricity price curves with warping functional autoregressive dynamics
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-aoas1234
GRAPHICAL MODELS FOR ZERO-INFLATED SINGLE CELL GENE EXPRESSION.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1213
NETWORK MODELLING OF TOPOLOGICAL DOMAINS USING HI-C DATA.
来源期刊：The annals of applied statisticsDOI：10.1214/19-AOAS1244
Robust elastic net estimators for variable selection and identification of proteomic biomarkers
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1269
Identifying multiple changes for a functional data sequence with application to freeway traffic segmentation
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1242
Fast dynamic nonparametric distribution tracking in electron microscopic data
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1245
BAYESIAN LATENT HIERARCHICAL MODEL FOR TRANSCRIPTOMIC META-ANALYSIS TO DETECT BIOMARKERS WITH CLUSTERED META-PATTERNS OF DIFFERENTIAL EXPRESSION SIGNALS.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1188
Bayesian analysis of infant’s growth dynamics with in utero exposure to environmental toxicants
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1199
A HIDDEN MARKOV MODEL APPROACH TO CHARACTERIZING THE PHOTO-SWITCHING BEHAVIOR OF FLUOROPHORES.
来源期刊：The annals of applied statisticsDOI：10.1214/19-aoas1240
Incorporating conditional dependence in latent class models for probabilistic record linkage: Does it matter?
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1256
A SEMIPARAMETRIC MODELING APPROACH USING BAYESIAN ADDITIVE REGRESSION TREES WITH AN APPLICATION TO EVALUATE HETEROGENEOUS TREATMENT EFFECTS.
来源期刊：The annals of applied statisticsDOI：10.1214/19-aoas1266
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1275
On Bayesian new edge prediction and anomaly detection in computer networks
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1286
A simple, consistent estimator of SNP heritability from genome-wide association studies
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1291
The identity of the zero-truncated, one-inflated likelihood and the zero-one-truncated likelihood for general count densities with an application to drink-driving in Britain
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1232
New formulation of the logistic-Gaussian process to analyze trajectory tracking data
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1289
A penalized regression model for the joint estimation of eQTL associations and gene network structure
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1186
A Bayesian race model for response times under cyclic stimulus discriminability
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1192
Empirical Bayes analysis of RNA sequencing experiments with auxiliary information
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1270
Prediction of small area quantiles for the conservation effects assessment project using a mixed effects quantile regression model
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1276
Modeling within-household associations in household panel studies
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1189
A hierarchical Bayesian model for single-cell clustering using RNA-sequencing data
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1250
Modeling biomarker ratios with gamma distributed components
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1207
Fused comparative intervention scoring for heterogeneity of longitudinal intervention effects
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1216
Modelling ocean temperatures from bio-probes under preferential sampling
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1217
Bayesian modeling of the structural connectome for studying Alzheimer’s disease
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-AOAS1257
Identifying and estimating principal causal effects in a multi-site trial of Early College High Schools
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-aoas1235
RADIO-IBAG: RADIOMICS-BASED INTEGRATIVE BAYESIAN ANALYSIS OF MULTIPLATFORM GENOMIC DATA.
来源期刊：The annals of applied statisticsDOI：10.1214/19-aoas1238
Oblique random survival forests
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1261
JOINT MEAN AND COVARIANCE MODELING OF MULTIPLE HEALTH OUTCOME MEASURES.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1187
NONPARAMETRIC INFERENCE FOR IMMUNE RESPONSE THRESHOLDS OF RISK IN VACCINE STUDIES.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1237
Ground-level ozone: Evidence of increasing serial dependence in the extremes
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1183
EARLY DIAGNOSIS OF NEUROLOGICAL DISEASE USING PEAK DEGENERATION AGES OF MULTIPLE BIOMARKERS.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1236
A latent discrete Markov random field approach to identifying and classifying historical forest communities based on spatial multivariate tree species counts
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1259
Bayesian indicator variable selection to incorporate hierarchical overlapping group structure in multi-omics applications
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1271
Capturing heterogeneity of covariate effects in hidden subpopulations in the presence of censoring and large number of covariates
来源期刊：The Annals of Applied StatisticsDOI：10.1214/18-AOAS1198
Joint model of accelerated failure time and mechanistic nonlinear model for censored covariates, with application in HIV/AIDS
来源期刊：The Annals of Applied StatisticsDOI：10.1214/19-aoas1274
Bayesian Semiparametric Joint Regression Analysis of Recurrent Adverse Events and Survival in Esophageal Cancer Patients.
来源期刊：The annals of applied statisticsDOI：10.1214/18-AOAS1182
A Hierarchical Curve-Based Approach to the Analysis of Manifold Data.
来源期刊：The annals of applied statisticsDOI：10.1214/19-AOAS1267
