| COVARIATE BALANCING PROPENSITY SCORE FOR A CONTINUOUS TREATMENT: APPLICATION TO THE EFFICACY OF POLITICAL ADVERTISEMENTS |
23 |
| A UNIFIED STATISTICAL FRAMEWORK FOR SINGLE CELL AND BULK RNA SEQUENCING DATA |
15 |
| STATISTICAL PARADISES AND PARADOXES IN BIG DATA (I): LAW OF LARGE POPULATIONS, BIG DATA PARADOX, AND THE 2016 US PRESIDENTIAL ELECTION |
15 |
| SPATIAL CAPTURE-RECAPTURE WITH PARTIAL IDENTITY: AN APPLICATION TO CAMERA TRAPS |
11 |
| COMPOSITIONAL MEDIATION ANALYSIS FOR MICROBIOME STUDIES |
10 |
| EXACT SPIKE TRAIN INFERENCE VIA l(0) OPTIMIZATION |
9 |
| AN ALGORITHM FOR REMOVING SENSITIVE INFORMATION: APPLICATION TO RACE-INDEPENDENT RECIDIVISM PREDICTION |
8 |
| PROPENSITY SCORE WEIGHTING FOR CAUSAL INFERENCE WITH MULTIPLE TREATMENTS |
7 |
| DISTRIBUTIONAL REGRESSION FORESTS FOR PROBABILISTIC PRECIPITATION FORECASTING IN COMPLEX TERRAIN |
7 |
| VARIATIONAL INFERENCE FOR PROBABILISTIC POISSON PCA |
7 |
| ePCA: HIGH DIMENSIONAL EXPONENTIAL FAMILY PCA |
7 |
| AUTOMATED THRESHOLD SELECTION FOR EXTREME VALUE ANALYSIS VIA ORDERED GOODNESS-OF-FIT TESTS WITH ADJUSTMENT FOR FALSE DISCOVERY RATE |
7 |
| FAST INFERENCE OF INDIVIDUAL ADMIXTURE COEFFICIENTS USING GEOGRAPHIC DATA |
7 |
| PHENOMENOLOGICAL FORECASTING OF DISEASE INCIDENCE USING HETEROSKEDASTIC GAUSSIAN PROCESSES: A DENGUE CASE STUDY |
6 |
| A PHYLOGENETIC SCAN TEST ON A DIRICHLET-TREE MULTINOMIAL MODEL FOR MICROBIOME DATA |
6 |
| AN EMPIRICAL STUDY OF THE MAXIMAL AND TOTAL INFORMATION COEFFICIENTS AND LEADING MEASURES OF DEPENDENCE |
6 |
| LEARNING ALGORITHMS TO EVALUATE FORENSIC GLASS EVIDENCE |
6 |
| REDUCING STORAGE OF GLOBAL WIND ENSEMBLES WITH STOCHASTIC GENERATORS |
6 |
| MODEL TRANSFER ACROSS ADDITIVE MANUFACTURING PROCESSES VIA MEAN EFFECT EQUIVALENCE OF LURKING VARIABLES |
6 |
| TRACKING NETWORK DYNAMICS: A SURVEY USING GRAPH DISTANCES |
6 |
| TIME-VARYING EXTREME VALUE DEPENDENCE WITH APPLICATION TO LEADING EUROPEAN STOCK MARKETS |
5 |
| FUNCTIONAL EMULATION OF HIGH RESOLUTION TSUNAMI MODELLING OVER CASCADIA |
5 |
| SPATIO-TEMPORAL SHORT-TERM WIND FORECAST: A CALIBRATED REGIME-SWITCHING METHOD |
5 |
| HYPOTHESIS TESTING FOR HIGH-DIMENSIONAL MULTINOMIALS: A SELECTIVE REVIEW |
5 |
| BAYESIAN PROPAGATION OF RECORD LINKAGE UNCERTAINTY INTO POPULATION SIZE ESTIMATION OF HUMAN RIGHTS VIOLATIONS |
5 |
| TORUS PRINCIPAL COMPONENT ANALYSIS WITH APPLICATIONS TO RNA STRUCTURE |
5 |
| TOPOLOGICAL DATA ANALYSIS OF SINGLE-TRIAL ELECTROENCEPHALOGRAPHIC SIGNALS |
5 |
| CAUSAL INFERENCE IN THE CONTEXT OF AN ERROR PRONE EXPOSURE: AIR POLLUTION AND MORTALITY |
4 |
| EXTREME VALUE MODELLING OF WATER-RELATED INSURANCE CLAIMS |
4 |
| PREDICTION MODELS FOR NETWORK-LINKED DATA |
4 |
| ESTIMATING POPULATION AVERAGE CAUSAL EFFECTS IN THE PRESENCE OF NON-OVERLAP: THE EFFECT OF NATURAL GAS COMPRESSOR STATION EXPOSURE ON CANCER MORTALITY |
4 |
| A GENERAL FRAMEWORK FOR ASSOCIATION ANALYSIS OF HETEROGENEOUS DATA |
4 |
| GAUSSIAN PROCESS MODELLING IN APPROXIMATE BAYESIAN COMPUTATION TO ESTIMATE HORIZONTAL GENE TRANSFER IN BACTERIA |
4 |
| MARKED SELF-EXCITING POINT PROCESS MODELLING OF INFORMATION DIFFUSION ON TWITTER |
4 |
| SENSITIVITY ANALYSIS FOR STRATIFIED COMPARISONS IN AN OBSERVATIONAL STUDY OF THE EFFECT OF SMOKING ON HOMOCYSTEINE LEVELS |
4 |
| MODELING SEASONALITY AND SERIAL DEPENDENCE OF ELECTRICITY PRICE CURVES WITH WARPING FUNCTIONAL AUTOREGRESSIVE DYNAMICS |
4 |
| NETWORK CLASSIFICATION WITH APPLICATIONS TO BRAIN CONNECTOMICS |
4 |
| UNIQUE ENTITY ESTIMATION WITH APPLICATION TO THE SYRIAN CONFLICT |
4 |
| MULTIVARIATE INTEGER-VALUED TIME SERIES WITH FLEXIBLE AUTOCOVARIANCES AND THEIR APPLICATION TO MAJOR HURRICANE COUNTS |
3 |
| A SPATIO-TEMPORAL MODELING FRAMEWORK FOR WEATHER RADAR IMAGE DATA IN TROPICAL SOUTHEAST ASIA |
3 |
| TREE-BASED REINFORCEMENT LEARNING FOR ESTIMATING OPTIMAL DYNAMIC TREATMENT REGIMES |
3 |
| VARIABLE SELECTION FOR ESTIMATING THE OPTIMAL TREATMENT REGIMES IN THE PRESENCE OF A LARGE NUMBER OF COVARIATES |
3 |
| EXTENDING BAYESIAN STRUCTURAL TIME-SERIES ESTIMATES OF CAUSAL IMPACT TO MANY-HOUSEHOLD CONSERVATION INITIATIVES |
3 |
| ON THE USE OF BOOTSTRAP WITH VARIATIONAL INFERENCE: THEORY, INTERPRETATION, AND A TWO-SAMPLE TEST EXAMPLE |
3 |
| LOGLINEAR MODEL SELECTION AND HUMAN MOBILITY |
3 |
| PROVIDING ACCESS TO CONFIDENTIAL RESEARCH DATA THROUGH SYNTHESIS AND VERIFICATION: AN APPLICATION TO DATA ON EMPLOYEES OF THE US FEDERAL GOVERNMENT |
3 |
| A SPATIALLY VARYING STOCHASTIC DIFFERENTIAL EQUATION MODEL FOR ANIMAL MOVEMENT |
3 |
| OBJECTIVE BAYES MODEL SELECTION OF GAUSSIAN INTERVENTIONAL ESSENTIAL GRAPHS FOR THE IDENTIFICATION OF SIGNALING PATHWAYS |
3 |
| JOINT SIGNIFICANCE TESTS FOR MEDIATION EFFECTS OF SOCIOECONOMIC ADVERSITY ON ADIPOSITY VIA EPIGENETICS |
3 |
| OPTIMAL MULTILEVEL MATCHING USING NETWORK FLOWS: AN APPLICATION TO A SUMMER READING INTERVENTION |
3 |
