Journal of the American Statistical Association (JASA)

Volume 114, n° 528, December 2019

• Alexandre Trindade A. - Linear Models and the Relevant Distributions and Matrix Algebra, pp. 1928–1929.
• Andersen T.G., Thyrsgaard M., Todorov V. - Time-Varying Periodicity in Intraday Volatility, pp. 1695–1707.
• Athey S., Imbens G.W., Pollmann M. - Comment on: “The Blessings of Multiple Causes” by Yixin Wang and David M. Blei, pp. 1602–1604.
• Bojinov I., Shephard N. - Time Series Experiments and Causal Estimands: Exact Randomization Tests and Trading, pp. 1665–1682.
• Cadonna A., Kottas A., Prado R. - Bayesian Spectral Modeling for Multiple Time Series, pp. 1838–1853.
• Chakraborty S., Zhang X. - Distance Metrics for Measuring Joint Dependence with Application to Causal Inference, pp. 1638–1650.
• D’Amour A. - Comment: Reflections on the Deconfounder, pp. 1597–1601.
• Fan J., Ke Y., Sun Q., Zhou W.-X. - FarmTest: Factor-Adjusted Robust Multiple Testing With Approximate False Discovery Control, pp. 1880–1893.
• Francom D., Sansó B., Bulaevskaya V., Lucas D., Simpson M. - Inferring Atmospheric Release Characteristics in a Large Computer Experiment Using Bayesian Adaptive Splines, pp. 1450–1465.
• Hui F.K.C., You C., Shang H.L., Müller S. - Semiparametric Regression Using Variational Approximations, pp. 1765–1777.
• Imai K., Jiang Z. - Comment: The Challenges of Multiple Causes, pp. 1605–1610.
• Jackson C., Presanis A., Conti S., De Angelis D. - Value of Information: Sensitivity Analysis and Research Design in Bayesian Evidence Synthesis, pp. 1436–1449.
• Jeng X.J., Zhang T., Tzeng J.-Y. - Efficient Signal Inclusion With Genomic Applications, pp. 1787–1799.
• Jiang F., Tian L., Fu H., Hasegawa T., Wei L.J. - Robust Alternatives to ANCOVA for Estimating the Treatment Effect via a Randomized Comparative Study, pp. 1854–1864.
• Knox D., Yamamoto T., Baum M.A., Berinsky A.J. - Design, Identification, and Sensitivity Analysis for Patient Preference Trials, pp. 1532–1546.
• Kong E., Xia Y., Zhong W. - Composite Coefficient of Determination and Its Application in Ultrahigh Dimensional Variable Screening, pp. 1740–1751.
• LaVange L.M. - Choose to Lead, pp. 1427–1435.
• Li G., Wang X. - Prediction Accuracy Measures for a Nonlinear Model and for Right-Censored Time-to-Event Data, pp. 1815–1825.
• Li X., Ding P., Lin Q., Yang D., Liu J.S. - Randomization Inference for Peer Effects, pp. 1651–1664.
• Lin Q., Zhao Z., Liu J.S. - Sparse Sliced Inverse Regression via Lasso, pp. 1726–1739.
• Oates C.J., Cockayne J., Aykroyd R.G., Girolami M. - Bayesian Probabilistic Numerical Methods in Time-Dependent State Estimation for Industrial Hydrocyclone Equipment, pp. 1518–1531.
• Ogburn E.L., Shpitser I., Tchetgen E.J.T. - Comment on “Blessings of Multiple Causes”, pp. 1611–1615.
• Pearce N. - Handbook of Statistical Methods for Case-Control Studies, pp. 1926–1928.
• Peña D., Smucler, E., & Yohai, V.J. - Forecasting Multiple Time Series With One-Sided Dynamic Principal Components, pp. 1683–1694.
• Ren Z., Kang Y., Fan Y., Lv, J. - Tuning-Free Heterogeneous Inference in Massive Networks, pp. 1908–1925.
• Salter J.M., Williamson D.B., Scinocca J., Kharin V. - Uncertainty Quantification for Computer Models With Spatial Output Using Calibration-Optimal Bases, pp. 1800–1814.
• Saul B.C., Hudgens M.G., Mallin M.A. - Downstream Effects of Upstream Causes, pp. 1493–1504.
• Scealy J.L., Wood A.T.A. - Scaled von Mises–Fisher Distributions and Regression Models for Paleomagnetic Directional Data, pp. 1547–1560.
• Shao S., Jacob P.E., Ding J., Tarokh V. - Bayesian Model Comparison with the Hyvärinen Score: Computation and Consistency, pp. 1826–1837.
• Stoner O., Economou T., Drummond Marques da Silva G. - A Hierarchical Framework for Correcting Under-Reporting in Count Data, pp. 1481–1492.
• Sun W.W., Li L. - Dynamic Tensor Clustering, pp. 1894–1907.
• Tang X., Yang Y., Yu H.-J., Liao Q.-H., Bliznyuk N. - A Spatio-Temporal Modeling Framework for Surveillance Data of Multiple Infectious Pathogens With Small Laboratory Validation Sets, pp. 1561–1573.
• Wang Y., Blei D.M. - The Blessings of Multiple Causes, pp. 1574–1596.
• Wang Y., Blei, D.M. - The Blessings of Multiple Causes: Rejoinder, pp. 1616–1619.
• Wong K.Y., Zeng D., Lin D.Y. - Robust Score Tests With Missing Data in Genomics Studies, pp. 1778–1786.
• Xie Y., Xu L., Li J., Deng X., Hong Y., Kolivras K., Gaines D.N. - Spatial Variable Selection and An Application to Virginia Lyme Disease Emergence, pp. 1466–1480.
• Yao W., Nandy D., Lindsay B.G., Chiaromonte F. - Covariate Information Matrix for Sufficient Dimension Reduction, pp. 1752–1764.
• Youngman B.D. - Generalized Additive Models for Exceedances of High Thresholds With an Application to Return Level Estimation for U.S. Wind Gusts, pp. 1865–1879.
• Zhang A., Han R. - Optimal Sparse Singular Value Decomposition for High-Dimensional High-Order Data, pp. 1708–1725.
• Zhang K. - BET on Independence, pp. 1620–1637.
• Zhang Z., Descoteaux M., Dunson D.B. - Nonparametric Bayes Models of Fiber Curves Connecting Brain Regions, pp. 1505–1517.

Volume 114, n° 527, September 2019

Applications and Case Studies

• LIAN Qinshu, James S. HODGES, Haitao CHU - A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests, pp. 949-961
• VENTZ Steffen, CELLAMARE Matteo, BACALLADO Sergio, TRIPPA Lorenzo - Bayesian Uncertainty Directed Trial Designs, pp. 962-974
• LIU Zhonghua, LIN Xihong - A Geometric Perspective on the Power of Principal Component Association Tests in Multiple Phenotype Studies, pp. 975-990
• LI Qian, ŞENTÜRK Damla, SUGAR Catherine A., JESTE Shafali, DISTEFANO Charlotte, FROHLICH Joel, TELESCA Donatello - Inferring Brain Signals Synchronicity From a Sample of EEG Readings, pp. 991-1001
• STRAIT Justin, CHKREBTII Oksana, KURTEK Sebastian - Automatic Detection and Uncertainty Quantification of Landmarks on Elastic Curves, pp. 1002-1017
• CHEN Yang, MENG Xiao-Li, WANG Xufei, VAN DYK David A., MARSHALL Herman L., KASHYAP Vinay L. - Calibration Concordance for Astronomical Instruments via Multiplicative Shrinkage, pp. 1018-1037
• BENKESER David, GILBERT Peter B., CARONE Marco - Estimating and Testing Vaccine Sieve Effects Using Machine Learning, pp. 1038-1049
• LI Furong, SANG Huiyan - Spatial Homogeneity Pursuit of Regression Coefficients for Large Datasets, pp. 1050-1062
• BERCHUCK Samuel I., MWANZA Jean-Claude, WARREN Joshua L. - Diagnosing Glaucoma Progression With Visual Field Data Using a Spatiotemporal Boundary Detection Method, pp. 1063-1074
• EINMAHL Jesson J., EINMAHL John H. J., DE HAAN Laurens - Limits to Human Life Span Through Extreme Value Theory, pp. 1075-1080

Theory and Methods Discussion

• TAVAKOLI Shahin, PIGOLI Davide, ASTON John A. D., COLEMAN John S. - A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain, pp. 1081-1096
• DRYDEN Ian L., PRESTON Simon P., SEVERN Katie E. - Discussion: Object-Oriented Data Analysis, Power Metrics, and Graph Laplacians, pp. 1097-1098
• PETERSEN Alexander, MÜLLER Hans-Georg - Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al., pp. 1099-1101
• MARRON J. S. - Discussion: A Spatial Modeling Approach for Linguistic Object Data: Analysing Dialect Sound Variations Across Great Britain, by Shahin Tavakoli et al., pp. 1102
• TAVAKOLI Shahin, PIGOLI Davide, ASTON John A. D., COLEMAN John S. - Rejoinder for “A Spatial Modeling Approach for Linguistic Object Data: Analyzing Dialect Sound Variations Across Great Britain”, pp. 1103-1104

Theory and Methods

• RUBIN-DELANCHY Patrick, HEARD Nicholas A., LAWSON Daniel J. - Meta-Analysis of Mid-p-Values: Some New Results based on the Convex Order, pp. 1105-1112
• MILLER Jeffrey W., DUNSON David B. - Robust Bayesian Inference via Coarsening, pp. 1113-1125
• DE BACKER Mickaël, EL GHOUCH Anouar, VAN KEILEGOM Ingrid - An Adapted Loss Function for Censored Quantile Regression, pp. 1126-1137
• KONG Xinbing, WANG Jiangyan, XING Jinbao, XU Chao, YING Chao - Factor and Idiosyncratic Empirical Processes, pp. 1138-1146
• WANG Yixin, BLEI David M. - Frequentist Consistency of Variational Bayes, pp. 1147-1161
• ARIAS-CASTRO Ery, PATEIRO-LÓPEZ Beatriz, RODRÍGUEZ-CASAL Alberto - Minimax Estimation of the Volume of a Set Under the Rolling Ball Condition, pp. 1162-1173
• CARONE Marco, LUEDTKE Alexander R., VAN DER LAAN Mark J. - Toward Computerized Efficient Estimation in Infinite-Dimensional Models, pp. 1174-1190
• HU Lixia, HUANG Tao, YOU Jinhong - Estimation and Identification of a Varying-Coefficient Additive Model for Locally Stationary Processes, pp. 1191-1204
• NARISETTY Naveen N., SHEN Juan, HE Xuming - Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection, pp. 1205-1217
• GAN Lingrui, NARISETTY Naveen N., LIANG Feng - Bayesian Regularization for Graphical Models With Unequal Shrinkage, pp. 1218-1231
• GAO Fei, ZENG Donglin, COUPER David, LIN D. Y. - Semiparametric Regression Analysis of Multiple Right- and Interval-Censored Events, pp. 1232-1240
• DENG Shirong, ZHAO Xingqiu - Covariate-Adjusted Regression for Distorted Longitudinal Data With Informative Observation Times, pp. 1241-1250
• GUO Jia, ZHOU Bu, ZHANG Jin-Ting - New Tests for Equality of Several Covariance Functions for Functional Data, pp. 1251-1263
• PFISTER Niklas, BÜHLMANN Peter, PETERS Jonas - Invariant Causal Prediction for Sequential Data, pp. 1264-1276
• QIAN Wei, DING Shanshan, COOK R. Dennis - Sparse Minimum Discrepancy Approach to Sufficient Dimension Reduction with Simultaneous Variable Selection in Ultrahigh Dimension, pp. 1277-1290
• ZHAO Qingyuan, SMALL Dylan S., SU Weijie - Multiple Testing When Many p-Values are Uniformly Conservative, with Application to Testing Qualitative Interaction in Educational Interventions, pp. 1291-1304
• PAN Yuqing, MAI Qing, ZHANG Xin - Covariate-Adjusted Tensor Classification in High Dimensions, pp. 1305-1319
• WANG Shulei, YUAN Ming - Combined Hypothesis Testing on Graphs With Applications to Gene Set Enrichment Analysis, pp. 1320-1338
• WINDMEIJER Frank, FARBMACHER Helmut, DAVIES Neil, SMITH George Davey - On the Use of the Lasso for Instrumental Variables Estimation with Some Invalid Instruments, pp. 1339-1350
• BENJAMINI Yuval, TAYLOR Jonathan, IRIZARRY Rafael A. - Selection-Corrected Statistical Inference for Region Detection With High-Throughput Assays, pp. 1351-1365
• DAOUIA Abdelaati, GIJBELS Irène, Gilles STUPFLER - Extremiles: A New Perspective on Asymmetric Least Squares, pp. 1366-1381
• ESCANCIANO J. C., GOH S. C. - Quantile-Regression Inference With Adaptive Control of Size, pp. 1382-1393
• JOHNDROW James E., SMITH Aaron, PILLAI Natesh, DUNSON David B. - MCMC for Imbalanced Categorical Data, pp. 1394-1403
• ZHU Wensheng, ZENG Donglin, SONG Rui - Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment Regimes, pp. 1404-1417

(résumés du volume 114 n° 527)

Volume 114, n° 526, June 2019

Applications and Case Studies

• LEE Wonyul, MIRANDA Michelle F., RAUSCH Philip, BALADANDAYUTHAPANI Veerabhadran, FAZIO Massimo, CRAWFORD DOWNS J., MORRIS Jeffrey S. - Bayesian Semiparametric Functional Mixed Models for Serially Correlated Functional Data, With Application to Glaucoma Data, pp. 495-513
• MADRID PADILLA Oscar Hernan, ATHEY Alex, REINHART Alex, SCOTT James G. - Sequential Nonparametric Tests for a Change in Distribution: An Application to Detecting Radiological Anomalies, pp. 514-528
• EGAMI Naoki, IMAI Kosuke - Causal Interaction in Factorial Experiments: Application to Conjoint Analysis, pp. 529-540
• SHIN Seung Jun, YUAN Ying, STRONG Louise C., BOJADZIEVA Jasmina, WANG Wenyi - Bayesian Semiparametric Estimation of Cancer-Specific Age-at-Onset Penetrance With Application to Li-Fraumeni Syndrome, pp. 541-552
• HUANG Lei, BAI Jiawei, IVANESCU Andrada, HARRIS Tamara, Mathew MAURER, Philip GREEN, Vadim ZIPUNNIKOV - Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations, pp. 553-564
• GIANNONE Domenico, LENZA Michele, PRIMICERI Giorgio E. - Priors for the Long Run, pp. 565-580
• LUO Xiangyu, WEI Yingying - Batch Effects Correction with Unknown Subtypes, pp. 581-594
• CHEN Yakuan, GOLDSMITH Jeff, TODD OGDEN R. - Functional Data Analysis of Dynamic PET Data, pp. 595-609
• LANDAU Will, NIEMI Jarad, NETTLETON Dan - Fully Bayesian Analysis of RNA-seq Counts for the Detection of Gene Expression Heterosis, pp. 610-621
• WANG Yifei, TANCREDI Daniel J., MIGLIORETTI Diana L. - Joint Indirect Standardization When Only Marginal Distributions are Observed in the Index Population, pp. 622-630

Theory and Methods

• XU Ganggang, WAAGEPETERSEN Rasmus, GUAN Yongtao - Stochastic Quasi-Likelihood for Case-Control Point Pattern Data, pp. 631-644
• KENNEDY Edward H. - Nonparametric Causal Effects Based on Incremental Propensity Score Interventions, pp. 645-656
• WU Leqin, QIU Xing, YUAN Ya-xiang, WU Hulin - Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach, pp. 657-667
• JORDAN Michael I., LEE Jason D., YANG Yun - Communication-Efficient Distributed Statistical Inference, pp. 668-681
• HORNSTEIN Michael, FAN Roger, SHEDDEN Kerby, ZHOU Shuheng - Joint Mean and Covariance Estimation with Unreplicated Matrix-Variate Data, pp. 682-696
• TIBSHIRANI Ryan J., ROSSET Saharon - Excess Optimism: How Biased is the Apparent Error of an Estimator Tuned by SURE?, pp. 697-712
• ZHAO Qingyuan - On Sensitivity Value of Pair-Matched Observational Studies, pp. 713-722
• FROT Benjamin, JOSTINS Luke, MCVEAN Gilean - Graphical Model Selection for Gaussian Conditional Random Fields in the Presence of Latent Variables, pp. 723-734
• GHOSH Satyajit, KHARE Kshitij, MICHAILIDIS George - High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models, pp. 735-748
• BELLONI Alexandre, CHERNOZHUKOV Victor, KATO Kengo - Valid Post-Selection Inference in High-Dimensional Approximately Sparse Quantile Regression Models, pp. 749-758
• CAO Yuanpei, LIN Wei, LI Hongzhe - Large Covariance Estimation for Compositional Data Via Composition-Adjusted Thresholding, pp. 759-772
• GAO Zhenguo, SHANG Zuofeng, DU Pang, ROBERTSON John L. - Variance Change Point Detection Under a Smoothly-Changing Mean Trend with Application to Liver Procurement, pp. 773-781
• BIEN Jacob - Graph-Guided Banding of the Covariance Matrix, pp. 782-792
• DOVONON Prosper, GONÇALVES Sílvia, HOUNYO Ulrich, MEDDAHI Nour - Bootstrapping High-Frequency Jump Tests, pp. 793-803
• WICKRAMASURIYA Shanika L., ATHANASOPOULOS George, HYNDMAN Rob J. - Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization, pp. 804-819
• VANDEKAR Simon N., REISS Philip T., SHINOHARA Russell T. - Interpretable High-Dimensional Inference Via Score Projection With an Application in Neuroimaging, pp. 820-830
• QUIROZ Matias, KOHN Robert, VILLANI Mattias, TRAN Minh-Ngoc - Speeding Up MCMC by Efficient Data Subsampling, pp. 831-843
• MAK Simon, WU C. F. Jeff - cmenet: A New Method for Bi-Level Variable Selection of Conditional Main Effects, pp. 844-856
• YAN Ting, JIANG Binyan, FIENBERG Stephen E., LENG Chenlei - Statistical Inference in a Directed Network Model With Covariates, pp. 857-868
• CHEN Likai, WU Wei Biao - Testing for Trends in High-Dimensional Time Series, pp. 869-881
• ZHU Rong, WAN Alan T. K., ZHANG Xinyu, ZOU Guohua - A Mallows-Type Model Averaging Estimator for the Varying-Coefficient Partially Linear Model, pp. 882-892
• GENG Junxian, BHATTACHARYA Anirban, PATI Debdeep - Probabilistic Community Detection With Unknown Number of Communities, pp. 893-905
• LESAGE Éric, HAZIZA David, D’HAULTFŒUILLE Xavier - A Cautionary Tale on Instrumental Calibration for the Treatment of Nonignorable Unit Nonresponse in Surveys, pp. 906-915
• ZHANG Rongmao, ROBINSON Peter, YAO Qiwei - Identifying Cointegration by Eigenanalysis, pp. 916-927
• PAN Wenliang, WANG Xueqin, XIAO Weinan, ZHU Hongtu - A Generic Sure Independence Screening Procedure, pp. 928-937
• YOUNG Jessica G., LOGAN Roger W., ROBINS James M., HERNÁN Miguel A. - Inverse Probability Weighted Estimation of Risk Under Representative Interventions in Observational Studies, pp. 938-947

(résumés du volume 114 n° 526)

Volume 114, n° 525, March 2019

Applications and Case Studies

• Zhou TINGTING, ELLIOTT Michael R., LITTLE Roderick J. A. - Penalized Spline of Propensity Methods for Treatment Comparison, pp. 1-19
• SPIEKER Andrew J. - Comment on Penalized Spline of Propensity Methods for Treatment Comparison by Zhou, Elliott, and Little, pp. 20-23
• ANTONELLI Joseph, DANIELS Michael J. - Discussion of PENCOMP, pp. 24-27
• CHEN Qingxia, HARRELL JR. Frank E. - Comment: Penalized Spline of Propensity Methods for Treatment Comparison, pp. 28-30
• YANG Shu, ZENG Donglin - Comment of “Penalized Spline of Propensity Methods for Treatment Comparison” by Zhou, Elliott, and Little, pp. 30-32
• PAPADOGEORGOU Georgia, LI Fan - Discussion of “Penalized Spline of Propensity Methods for Treatment Comparison”, pp. 32-35
• ZHOU Tingting, ELLIOTT Michael R., LITTLE Roderick J. A. - Penalized Spline of Propensity Methods for Treatment Comparison: Rejoinder, pp. 35-38
• ALSAKER Cody, BREIDT F. Jay, VAN DER WOERD Mark J. - Minimum Mean Squared Error Estimation of the Radius of Gyration in Small-Angle X-Ray Scattering Experiments, pp. 39-47
• NI Yang, STINGO Francesco C., HA Min Jin, AKBANI Rehan, BALADANDAYUTHAPANI Veerabhadran - Bayesian Hierarchical Varying-Sparsity Regression Models with Application to Cancer Proteogenomics, pp. 48-60
• RISSER Mark D., PACIOREK Christopher J., STONE Dáithí A. - Spatially Dependent Multiple Testing Under Model Misspecification, With Application to Detection of Anthropogenic Influence on Extreme Climate Events, pp. 61-78
• LEE Kwonsang, SMALL Dylan S. - Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error, pp. 79-92
• KENNEDY Edward H., HARRIS Steve, KEELE Luke J. - Survivor-Complier Effects in the Presence of Selection on Treatment, With Application to a Study of Prompt ICU Admission, pp. 93-104
• YAUCK Mamadou, RIVEST Louis-Paul, ROTHMAN Greg - Capture-Recapture Methods for Data on the Activation of Applications on Mobile Phones, pp. 105-114
• SCHRÖDER Anna Louise, OMBAO Hernando - FreSpeD: Frequency-Specific Change-Point Detection in Epileptic Seizure Multi-Channel EEG Data, pp. 115-128
• LI Li, JARA Alejandro, GARCÍA-ZATTERA María José, HANSON Timothy E. - Marginal Bayesian Semiparametric Modeling of Mismeasured Multivariate Interval-Censored Data, pp. 129-145

Theory and Methods

• GUERRIER Stéphane, DUPUIS-LOZERON Elise, MA Yanyuan, VICTORIA-FESER Maria-Pia - Simulation-Based Bias Correction Methods for Complex Models, pp. 146-157
• WANG Jingshu, OWEN Art B. - Admissibility in Partial Conjunction Testing, pp. 158-168
• FEARNHEAD Paul, RIGAILL Guillem - Changepoint Detection in the Presence of Outliers, pp. 169-183
• NI Yang, STINGO Francesco C., Veerabhadran Baladandayuthapani - Bayesian Graphical Regression, pp. 184-197
• MAO Xiaojun, CHEN Song Xi, WONG Raymond K. W. - Matrix Completion With Covariate Information, pp. 198-210
• QIAO Xinghao, GUO Shaojun, JAMES Gareth M. - Functional Graphical Models, pp. 211-222
• SADINLE Mauricio, LEI Jing, WASSERMAN Larry - Least Ambiguous Set-Valued Classifiers With Bounded Error Levels, pp.223-234
• WILLIS Amy - Confidence Sets for Phylogenetic Trees, pp. 235-244
• MA Li, MAO Jialiang - Fisher Exact Scanning for Dependency, pp. 245-258
• BELLACH Anna, KOSOROK Michael R., RÜSCHENDORF Ludger, FINE Jason P. - Weighted NPMLE for the Subdistribution of a Competing Risk, pp. 259-270
• LI Yang, LIU Jun S. - Robust Variable and Interaction Selection for Logistic Regression and General Index Models, pp. 271-286
• AÏT-SAHALIA Yacine, XIU Dacheng - Principal Component Analysis of High-Frequency Data, pp. 287-303
• DING Peng, FELLER Avi, MIRATRIX Luke - Decomposing Treatment Effect Variation, pp. 304-317
• MAZUMDER Rahul, CHOUDHURY Arkopal, IYENGAR Garud, SEN Bodhisattva - A Computational Framework for Multivariate Convex Regression and Its Variants, pp. 318-331
• RISK Benjamin B., MATTESON David S., RUPPERT David - Linear Non-Gaussian Component Analysis Via Maximum Likelihood, pp. 332-343
• LUO S., SONG R., STYNER M., GILMORE J. H., ZHU - FSEM H.: Functional Structural Equation Models for Twin Functional Data, pp. 344-357
• GUO Zijian, WANG Wanjie, TONY CAI T., LI Hongzhe - Optimal Estimation of Genetic Relatedness in High-Dimensional Linear Models, pp. 358-369
• STEINGRIMSSON Jon Arni, DIAO Liqun, STRAWDERMAN Robert L. - Censoring Unbiased Regression Trees and Ensembles, pp. 370-383
• LIU Yaowu, XIE Jun - Accurate and Efficient P-value Calculation Via Gaussian Approximation: A Novel Monte-Carlo Method, pp. 384-392
• WANG HaiYing, YANG Min, STUFKEN John - Information-Based Optimal Subdata Selection for Big Data Linear Regression, pp. 393-405
• WONG Raymond K. W., LI Yehua, ZHU Zhengyuan - Partially Linear Functional Additive Models for Multivariate Functional Data, pp. 406-418
• BRZYSKI Damian, GOSSMANN Alexej, SU Weijie, BOGDAN Małgorzata - Group SLOPE – Adaptive Selection of Groups of Predictors, pp. 419-433
• HUSER Raphaël, WADSWORTH Jennifer L. - Modeling Spatial Processes with Unknown Extremal Dependence Class, pp. 434-444
• FUGLSTAD Geir-Arne, SIMPSON Daniel, LINDGREN Finn, RUE Håvard - Constructing Priors that Penalize the Complexity of Gaussian Random Fields, pp. 445-452
• LI Zeda, KRAFTY Robert T. - Adaptive Bayesian Time–Frequency Analysis of Multivariate Time Series, pp. 453-465
• DI MARZIO Marco, PANZERA Agnese, TAYLOR Charles C. - Nonparametric Rotations for Sphere-Sphere Regression, pp. 466-476
  

(résumés du volume 114 n° 525)