VOL. 12 · NO. 2 | June 2018
 
VIEW ALL ABSTRACTS +
Frontmatter
Ann. Appl. Stat. 12 (2), (June 2018)
No abstract available
Ann. Appl. Stat. 12 (2), (June 2018)
No abstract available
Articles
Ann. Appl. Stat. 12 (2), iii-x, (June 2018) DOI: 10.1214/17-AOAS122ED
No abstract available
Donald B. Rubin
Ann. Appl. Stat. 12 (2), 683-684, (June 2018) DOI: 10.1214/17-AOAS1131SF
No abstract available
Xiao-Li Meng
Ann. Appl. Stat. 12 (2), 685-726, (June 2018) DOI: 10.1214/18-AOAS1161SF
KEYWORDS: Bias-variance tradeoff, data defect correlation, data defect index (d.d.i.), data confidentiality and privacy, data quality-quantity tradeoff, Euler identity, Monte Carlo and Quasi Monte Carlo (MCQMC), non-response bias
Sivaraman Balakrishnan, Larry Wasserman
Ann. Appl. Stat. 12 (2), 727-749, (June 2018) DOI: 10.1214/18-AOAS1155SF
KEYWORDS: Hypothesis testing, high-dimensional multinomials
D. A. S. Fraser, N. Reid, Wei Lin
Ann. Appl. Stat. 12 (2), 750-770, (June 2018) DOI: 10.1214/18-AOAS1160SF
KEYWORDS: Asymptotic theory, confidence distribution, fiducial density, marginalization paradox, noninformative priors
Joseph B. Kadane
Ann. Appl. Stat. 12 (2), 771-787, (June 2018) DOI: 10.1214/18-AOAS1140
KEYWORDS: Fingerprint uniqueness, fingerprint persistence, AIS, source attribution, individualization, match
Karen D. H. Pan, Karen Kafadar
Ann. Appl. Stat. 12 (2), 788-814, (June 2018) DOI: 10.1214/18-AOAS1180
KEYWORDS: Robust methods, exploratory data analysis, multivariate lognormal distribution, Covariance matrix, standard errors, error rates, ROC curve
Adrian Dobra, Reza Mohammadi
Ann. Appl. Stat. 12 (2), 815-845, (June 2018) DOI: 10.1214/18-AOAS1164
KEYWORDS: Contingency tables, Model selection, human mobility, graphical models, Bayesian structural learning, Birth–death processes, pseudo-likelihood
Yen-Chi Chen, Y. Samuel Wang, Elena A. Erosheva
Ann. Appl. Stat. 12 (2), 846-876, (June 2018) DOI: 10.1214/18-AOAS1169
KEYWORDS: variational inference, bootstrap, mixed membership model, increasing dimension, two-sample test
Joshua Snoke, Timothy R. Brick, Aleksandra Slavković, Michael D. Hunter
Ann. Appl. Stat. 12 (2), 877-914, (June 2018) DOI: 10.1214/18-AOAS1171
KEYWORDS: Partitioned data, privacy, secure multiparty computation, structural equation models, distributed maximum likelihood estimation
Yuchen Zheng, Nicoleta Serban
Ann. Appl. Stat. 12 (2), 915-939, (June 2018) DOI: 10.1214/18-AOAS1173
KEYWORDS: distributed computing, Medicaid, pediatric chronic conditions, spatial clustering
Jonathan J. Azose, Adrian E. Raftery
Ann. Appl. Stat. 12 (2), 940-970, (June 2018) DOI: 10.1214/18-AOAS1175
KEYWORDS: Correlation estimation, international migration, maximum a posteriori estimation, high-dimension
Claire Donnat, Susan Holmes
Ann. Appl. Stat. 12 (2), 971-1012, (June 2018) DOI: 10.1214/18-AOAS1176
KEYWORDS: temporal networks, longitudinal analysis, graph distances, graph signal processing, Wavelets, microbiome, longitudinal analysis
Mauricio Sadinle
Ann. Appl. Stat. 12 (2), 1013-1038, (June 2018) DOI: 10.1214/18-AOAS1178
KEYWORDS: capture–recapture, counting casualties, data linkage, decomposable graphical model, duplicate detection, entity resolution, multiple-systems estimation, multiple record linkage
Beidi Chen, Anshumali Shrivastava, Rebecca C. Steorts
Ann. Appl. Stat. 12 (2), 1039-1067, (June 2018) DOI: 10.1214/18-AOAS1163
KEYWORDS: Syrian conflict, entity resolution, clustering, hashing
Giuseppe Vinci, Valérie Ventura, Matthew A. Smith, Robert E. Kass
Ann. Appl. Stat. 12 (2), 1068-1095, (June 2018) DOI: 10.1214/18-AOAS1190
KEYWORDS: Bayesian inference, Gaussian graphical models, Gaussian scale mixture, high dimensionality, Lasso, latent variable models, macaque prefrontal cortex, macaque visual cortex, Poisson-lognormal, Sparsity, spike-counts
Yilin Zhang, Marie Poux-Berthe, Chris Wells, Karolina Koc-Michalska, Karl Rohe
Ann. Appl. Stat. 12 (2), 1096-1123, (June 2018) DOI: 10.1214/18-AOAS1191
KEYWORDS: network, Facebook, topic, spectral clustering, node covariate, stochastic co-Blockmodel
Andrés F. Barrientos, Alexander Bolton, Tom Balmat, Jerome P. Reiter, John M. de Figueiredo, Ashwin Machanavajjhala, Yan Chen, Charley Kneifel, Mark DeLong
Ann. Appl. Stat. 12 (2), 1124-1156, (June 2018) DOI: 10.1214/18-AOAS1194
KEYWORDS: Disclosure, privacy, public, remote, synthetic
Stephen E. Fienberg, Judith M. Tanur
Ann. Appl. Stat. 12 (2), 1157-1179, (June 2018) DOI: 10.1214/18-AOAS1184
KEYWORDS: External validity, internal validity, interviewer effects, randomized experiments, sample surveys, control, Experimental design, ‎embedding‎, Randomization, sampling design
Kelly Bodwin, Kai Zhang, Andrew Nobel
Ann. Appl. Stat. 12 (2), 1180-1203, (June 2018) DOI: 10.1214/17-AOAS1083
KEYWORDS: Differential correlation mining, association mining, biostatistics, genomics, High-dimensional data
Zheyu Wang, Xiao-Hua Zhou
Ann. Appl. Stat. 12 (2), 1204-1227, (June 2018) DOI: 10.1214/17-AOAS1085
KEYWORDS: Diagnostic accuracy, latent profile model, finite mixture models, differential covariate effect, Identifiability, Alzheimer’s disease
Zhe Zhu, Roy E. Welsch
Ann. Appl. Stat. 12 (2), 1228-1249, (June 2018) DOI: 10.1214/17-AOAS1087
KEYWORDS: Active asset allocation, portfolio selection, robust estimation, high-dimensional dependence modeling, covariance/correlation estimation, regular vine
Mengyun Wu, Liping Zhu, Xingdong Feng
Ann. Appl. Stat. 12 (2), 1250-1270, (June 2018) DOI: 10.1214/17-AOAS1097
KEYWORDS: Correlation, feature screening, model-free, network, ultra-high dimension, Variable selection
Yei Eun Shin, Yu Ding, Jianhua Z. Huang
Ann. Appl. Stat. 12 (2), 1271-1292, (June 2018) DOI: 10.1214/17-AOAS1109
KEYWORDS: Causal inference, Mahalanobis distance, matching methods, nearest neighbor matching, observational study, wind power curve
Kshitij Sharma, Valérie Chavez-Demoulin, Pierre Dillenbourg
Ann. Appl. Stat. 12 (2), 1293-1311, (June 2018) DOI: 10.1214/17-AOAS1111
KEYWORDS: Collaborative learning, copulas, Entropy, generalized additive models, tail dependence
James C. Russell, Ephraim M. Hanks, Murali Haran, David Hughes
Ann. Appl. Stat. 12 (2), 1312-1331, (June 2018) DOI: 10.1214/17-AOAS1113
KEYWORDS: animal movement, Stochastic differential equations, potential surface, Camponotus pennsylvanicus
Benjamin Eltzner, Stephan Huckemann, Kanti V. Mardia
Ann. Appl. Stat. 12 (2), 1332-1359, (June 2018) DOI: 10.1214/17-AOAS1115
KEYWORDS: Statistics on manifolds, tori deformation, directional statistics, Dimension reduction, dihedral angles, fitting small spheres, principal nested spheres analysis
Back to Top