Chén, Oliver Y. Book review of: M. Xiong, Big data in omics and imaging. Integrated analysis and causal inference. (English) Zbl 1437.00005 J. Am. Stat. Assoc. 115, No. 529, 487-488 (2020). MSC: 00A17 92-02 62-01 62P10 62R07 62D20 62H35 92D10 92D20 92D25 92B05 92C55 PDF BibTeX XML Cite \textit{O. Y. Chén}, J. Am. Stat. Assoc. 115, No. 529, 487--488 (2020; Zbl 1437.00005) Full Text: DOI
Behme, Anita D. Book review of: A. C. Micheas, Theory of stochastic objects. Probability, stochastic processes and inference. (English) Zbl 07227149 J. Am. Stat. Assoc. 115, No. 529, 486-487 (2020). MSC: 00A17 60-01 60A10 60G05 62-01 62G05 PDF BibTeX XML Cite \textit{A. D. Behme}, J. Am. Stat. Assoc. 115, No. 529, 486--487 (2020; Zbl 07227149) Full Text: DOI
Wang, Qing Book review of: J. E. Chacón and T. Duong, Multivariate kernel smoothing and its applications. (English) Zbl 1437.00022 J. Am. Stat. Assoc. 115, No. 529, 486 (2020). MSC: 00A17 62-02 62R07 62G07 62H30 68T05 PDF BibTeX XML Cite \textit{Q. Wang}, J. Am. Stat. Assoc. 115, No. 529, 486 (2020; Zbl 1437.00022) Full Text: DOI
Ismail, Noor Azina Book review of: P. K. Choudhary and H. N. Nagaraja, Measuring agreement. Models, methods, and applications. (English) Zbl 1437.00009 J. Am. Stat. Assoc. 115, No. 529, 485-486 (2020). MSC: 00A17 62-02 62H20 62P10 PDF BibTeX XML Cite \textit{N. A. Ismail}, J. Am. Stat. Assoc. 115, No. 529, 485--486 (2020; Zbl 1437.00009) Full Text: DOI
Aronow, Peter M.; Sävje, Fredrik Book review of: J. Pearl and D. Mackenzie, The book of why. The new science of cause and effect. (English) Zbl 1437.00004 J. Am. Stat. Assoc. 115, No. 529, 482-485 (2020). MSC: 00A17 62-02 62A01 97K70 PDF BibTeX XML Cite \textit{P. M. Aronow} and \textit{F. Sävje}, J. Am. Stat. Assoc. 115, No. 529, 482--485 (2020; Zbl 1437.00004) Full Text: DOI
Vatter, Thibault Book review of: J.-F. Mai and M. Scherer, Simulating copulas. Stochastic models, sampling algorithms, and applications. 2nd edition. (English) Zbl 1437.00021 J. Am. Stat. Assoc. 115, No. 529, 481-482 (2020). MSC: 00A17 62-02 62-08 62H05 62D05 62E10 PDF BibTeX XML Cite \textit{T. Vatter}, J. Am. Stat. Assoc. 115, No. 529, 481--482 (2020; Zbl 1437.00021) Full Text: DOI
Delaigle, Aurore; Huang, Wei; Lei, Shaoke Estimation of conditional prevalence from group testing data with missing covariates. (English) Zbl 1437.62437 J. Am. Stat. Assoc. 115, No. 529, 467-480 (2020). MSC: 62P10 62D10 PDF BibTeX XML Cite \textit{A. Delaigle} et al., J. Am. Stat. Assoc. 115, No. 529, 467--480 (2020; Zbl 1437.62437) Full Text: DOI
Tabouy, Timothée; Barbillon, Pierre; Chiquet, Julien Variational inference for stochastic block models from sampled data. (English) Zbl 1437.62072 J. Am. Stat. Assoc. 115, No. 529, 455-466 (2020). MSC: 62D10 68T20 62K10 62F15 65K10 PDF BibTeX XML Cite \textit{T. Tabouy} et al., J. Am. Stat. Assoc. 115, No. 529, 455--466 (2020; Zbl 1437.62072) Full Text: DOI
Wang, Jingshen; He, Xuming; Xu, Gongjun Debiased inference on treatment effect in a high-dimensional model. (English) Zbl 1439.62170 J. Am. Stat. Assoc. 115, No. 529, 442-454 (2020). MSC: 62J07 62-04 PDF BibTeX XML Cite \textit{J. Wang} et al., J. Am. Stat. Assoc. 115, No. 529, 442--454 (2020; Zbl 1439.62170) Full Text: DOI
Florens, Jean-Pierre; Simar, Léopold; Van Keilegom, Ingrid Estimation of the boundary of a variable observed with symmetric error. (English) Zbl 1437.62098 J. Am. Stat. Assoc. 115, No. 529, 425-441 (2020). MSC: 62F10 62F12 62P20 PDF BibTeX XML Cite \textit{J.-P. Florens} et al., J. Am. Stat. Assoc. 115, No. 529, 425--441 (2020; Zbl 1437.62098) Full Text: DOI
Kong, Dehan; An, Baiguo; Zhang, Jingwen; Zhu, Hongtu L2RM: low-rank linear regression models for high-dimensional matrix responses. (English) Zbl 1437.62357 J. Am. Stat. Assoc. 115, No. 529, 403-424 (2020). MSC: 62M40 62J05 62M10 62P10 PDF BibTeX XML Cite \textit{D. Kong} et al., J. Am. Stat. Assoc. 115, No. 529, 403--424 (2020; Zbl 1437.62357) Full Text: DOI
Liu, Yaowu; Xie, Jun Cauchy combination test: a powerful test with analytic \(p\)-value calculation under arbitrary dependency structures. (English) Zbl 1437.62163 J. Am. Stat. Assoc. 115, No. 529, 393-402 (2020). MSC: 62G10 62G20 62R07 62P10 PDF BibTeX XML Cite \textit{Y. Liu} and \textit{J. Xie}, J. Am. Stat. Assoc. 115, No. 529, 393--402 (2020; Zbl 1437.62163) Full Text: DOI
Wu, Peng; Zeng, Donglin; Wang, Yuanjia Matched learning for optimizing individualized treatment strategies using electronic health records. (English) Zbl 1437.62660 J. Am. Stat. Assoc. 115, No. 529, 380-392 (2020). MSC: 62P10 68T05 PDF BibTeX XML Cite \textit{P. Wu} et al., J. Am. Stat. Assoc. 115, No. 529, 380--392 (2020; Zbl 1437.62660) Full Text: DOI
Fan, Yingying; Demirkaya, Emre; Li, Gaorong; Lv, Jinchi RANK: large-scale inference with graphical nonlinear knockoffs. (English) Zbl 1437.62699 J. Am. Stat. Assoc. 115, No. 529, 362-379 (2020). MSC: 62R07 68T09 62F12 PDF BibTeX XML Cite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 115, No. 529, 362--379 (2020; Zbl 1437.62699) Full Text: DOI
Harman, Radoslav; Filová, Lenka; Richtárik, Peter A randomized exchange algorithm for computing optimal approximate designs of experiments. (English) Zbl 1437.62299 J. Am. Stat. Assoc. 115, No. 529, 348-361 (2020). MSC: 62K05 68T20 62-04 62J05 PDF BibTeX XML Cite \textit{R. Harman} et al., J. Am. Stat. Assoc. 115, No. 529, 348--361 (2020; Zbl 1437.62299) Full Text: DOI
Song, Hyebin; Raskutti, Garvesh PUlasso: high-dimensional variable selection with presence-only data. (English) Zbl 1437.62239 J. Am. Stat. Assoc. 115, No. 529, 334-347 (2020). MSC: 62H30 62-04 68T05 62P10 PDF BibTeX XML Cite \textit{H. Song} and \textit{G. Raskutti}, J. Am. Stat. Assoc. 115, No. 529, 334--347 (2020; Zbl 1437.62239) Full Text: DOI
Argiento, Raffaele; Cremaschi, Andrea; Vannucci, Marina Hierarchical normalized completely random measures to cluster grouped data. (English) Zbl 1437.62224 J. Am. Stat. Assoc. 115, No. 529, 318-333 (2020). MSC: 62H30 62G05 62F15 PDF BibTeX XML Cite \textit{R. Argiento} et al., J. Am. Stat. Assoc. 115, No. 529, 318--333 (2020; Zbl 1437.62224) Full Text: DOI
Pan, Wenliang; Wang, Xueqin; Zhang, Heping; Zhu, Hongtu; Zhu, Jin Ball covariance: a generic measure of dependence in Banach space. (English) Zbl 1437.62287 J. Am. Stat. Assoc. 115, No. 529, 307-317 (2020). MSC: 62J10 62G10 62H20 PDF BibTeX XML Cite \textit{W. Pan} et al., J. Am. Stat. Assoc. 115, No. 529, 307--317 (2020; Zbl 1437.62287) Full Text: DOI
Shu, Hai; Wang, Xiao; Zhu, Hongtu D-CCA: a decomposition-based canonical correlation analysis for high-dimensional datasets. (English) Zbl 1437.62211 J. Am. Stat. Assoc. 115, No. 529, 292-306 (2020). MSC: 62H20 62P10 PDF BibTeX XML Cite \textit{H. Shu} et al., J. Am. Stat. Assoc. 115, No. 529, 292--306 (2020; Zbl 1437.62211) Full Text: DOI
Shen, Cencheng; Priebe, Carey E.; Vogelstein, Joshua T. From distance correlation to multiscale graph correlation. (English) Zbl 1437.62210 J. Am. Stat. Assoc. 115, No. 529, 280-291 (2020). MSC: 62H20 62A09 PDF BibTeX XML Cite \textit{C. Shen} et al., J. Am. Stat. Assoc. 115, No. 529, 280--291 (2020; Zbl 1437.62210) Full Text: DOI
Ando, Tomohiro; Bai, Jushan Quantile co-movement in financial markets: a panel quantile model with unobserved heterogeneity. (English) Zbl 1437.62379 J. Am. Stat. Assoc. 115, No. 529, 266-279 (2020). MSC: 62P05 62F15 62-04 PDF BibTeX XML Cite \textit{T. Ando} and \textit{J. Bai}, J. Am. Stat. Assoc. 115, No. 529, 266--279 (2020; Zbl 1437.62379) Full Text: DOI
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing Adaptive Huber regression. (English) Zbl 1437.62250 J. Am. Stat. Assoc. 115, No. 529, 254-265 (2020). MSC: 62J02 62F35 62G32 PDF BibTeX XML Cite \textit{Q. Sun} et al., J. Am. Stat. Assoc. 115, No. 529, 254--265 (2020; Zbl 1437.62250) Full Text: DOI
Mozharovskyi, Pavlo; Josse, Julie; Husson, François Nonparametric imputation by data depth. (English) Zbl 1437.62071 J. Am. Stat. Assoc. 115, No. 529, 241-253 (2020). MSC: 62D10 90C05 62-04 90C25 PDF BibTeX XML Cite \textit{P. Mozharovskyi} et al., J. Am. Stat. Assoc. 115, No. 529, 241--253 (2020; Zbl 1437.62071) Full Text: DOI
Feng, Qian; Vuong, Quang; Xu, Haiqing Estimation of heterogeneous individual treatment effects with endogenous treatments. (English) Zbl 1437.62123 J. Am. Stat. Assoc. 115, No. 529, 231-240 (2020). MSC: 62G05 62P20 PDF BibTeX XML Cite \textit{Q. Feng} et al., J. Am. Stat. Assoc. 115, No. 529, 231--240 (2020; Zbl 1437.62123) Full Text: DOI
Zhu, Yunzhang; Shen, Xiaotong; Pan, Wei On high-dimensional constrained maximum likelihood inference. (English) Zbl 1437.62102 J. Am. Stat. Assoc. 115, No. 529, 217-230 (2020). MSC: 62F10 62P10 62H35 62J07 PDF BibTeX XML Cite \textit{Y. Zhu} et al., J. Am. Stat. Assoc. 115, No. 529, 217--230 (2020; Zbl 1437.62102) Full Text: DOI
Zhao, Hui; Wu, Qiwei; Li, Gang; Sun, Jianguo Simultaneous estimation and variable selection for interval-censored data with broken adaptive ridge regression. (English) Zbl 1437.62283 J. Am. Stat. Assoc. 115, No. 529, 204-216 (2020). MSC: 62J07 62N02 PDF BibTeX XML Cite \textit{H. Zhao} et al., J. Am. Stat. Assoc. 115, No. 529, 204--216 (2020; Zbl 1437.62283) Full Text: DOI
Xie, Fangzheng; Xu, Yanxun Bayesian repulsive Gaussian mixture model. (English) Zbl 1437.62242 J. Am. Stat. Assoc. 115, No. 529, 187-203 (2020). MSC: 62H30 62F15 62C10 PDF BibTeX XML Cite \textit{F. Xie} and \textit{Y. Xu}, J. Am. Stat. Assoc. 115, No. 529, 187--203 (2020; Zbl 1437.62242) Full Text: DOI
Chen, Xi; Lin, Qihang; Sen, Bodhisattva On degrees of freedom of projection estimators with applications to multivariate nonparametric regression. (English) Zbl 1437.62138 J. Am. Stat. Assoc. 115, No. 529, 173-186 (2020). MSC: 62G08 62G05 62J07 PDF BibTeX XML Cite \textit{X. Chen} et al., J. Am. Stat. Assoc. 115, No. 529, 173--186 (2020; Zbl 1437.62138) Full Text: DOI
Mathur, Maya B.; VanderWeele, Tyler J. Sensitivity analysis for unmeasured confounding in meta-analyses. (English) Zbl 1437.90151 J. Am. Stat. Assoc. 115, No. 529, 163-172 (2020). MSC: 90C31 62F10 PDF BibTeX XML Cite \textit{M. B. Mathur} and \textit{T. J. VanderWeele}, J. Am. Stat. Assoc. 115, No. 529, 163--172 (2020; Zbl 1437.90151) Full Text: DOI
Rosset, Saharon; Tibshirani, Ryan J. “From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation”: rejoinder. (English) Zbl 1437.62352 J. Am. Stat. Assoc. 115, No. 529, 161-162 (2020). MSC: 62M20 62J07 62J10 68T05 PDF BibTeX XML Cite \textit{S. Rosset} and \textit{R. J. Tibshirani}, J. Am. Stat. Assoc. 115, No. 529, 161--162 (2020; Zbl 1437.62352) Full Text: DOI
Wager, Stefan Cross-validation, risk estimation, and model selection: comment on a paper by Rosset and Tibshirani. (English) Zbl 1437.62355 J. Am. Stat. Assoc. 115, No. 529, 157-160 (2020). MSC: 62M20 62J07 62J10 68T05 PDF BibTeX XML Cite \textit{S. Wager}, J. Am. Stat. Assoc. 115, No. 529, 157--160 (2020; Zbl 1437.62355) Full Text: DOI
Shen, Xiaotong; Huang, Hsin-Cheng Discussion of “From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation”. (English) Zbl 1437.62353 J. Am. Stat. Assoc. 115, No. 529, 152-156 (2020). MSC: 62M20 62J07 62J10 68T05 PDF BibTeX XML Cite \textit{X. Shen} and \textit{H.-C. Huang}, J. Am. Stat. Assoc. 115, No. 529, 152--156 (2020; Zbl 1437.62353) Full Text: DOI
Rosset, Saharon; Tibshirani, Ryan J. From fixed-X to random-X regression: bias-variance decompositions, covariance penalties, and prediction error estimation. (English) Zbl 1437.62351 J. Am. Stat. Assoc. 115, No. 529, 138-151 (2020). MSC: 62M20 62J07 62J10 68T05 PDF BibTeX XML Cite \textit{S. Rosset} and \textit{R. J. Tibshirani}, J. Am. Stat. Assoc. 115, No. 529, 138--151 (2020; Zbl 1437.62351) Full Text: DOI
Chernozhukov, Victor; Fernández-Val, Iván; Melly, Blaise; Wüthrich, Kaspar Generic inference on quantile and quantile effect functions for discrete outcomes. (English) Zbl 1437.62139 J. Am. Stat. Assoc. 115, No. 529, 123-137 (2020). MSC: 62G08 62G10 PDF BibTeX XML Cite \textit{V. Chernozhukov} et al., J. Am. Stat. Assoc. 115, No. 529, 123--137 (2020; Zbl 1437.62139) Full Text: DOI
James, Gareth M.; Paulson, Courtney; Rusmevichientong, Paat Penalized and constrained optimization: an application to high-dimensional website advertising. (English) Zbl 1437.62687 J. Am. Stat. Assoc. 115, No. 529, 107-122 (2020). MSC: 62P20 62H12 62J07 62H99 PDF BibTeX XML Cite \textit{G. M. James} et al., J. Am. Stat. Assoc. 115, No. 529, 107--122 (2020; Zbl 1437.62687) Full Text: DOI
Yang, Hojin; Baladandayuthapani, Veerabhadran; Rao, Arvind U. K.; Morris, Jeffrey S. Quantile function on scalar regression analysis for distributional data. (English) Zbl 1437.62159 J. Am. Stat. Assoc. 115, No. 529, 90-106 (2020). MSC: 62G08 62P10 62M40 62F15 62R10 PDF BibTeX XML Cite \textit{H. Yang} et al., J. Am. Stat. Assoc. 115, No. 529, 90--106 (2020; Zbl 1437.62159) Full Text: DOI
Wilson, Douglas R.; Ibrahim, Joseph G.; Sun, Wei Mapping tumor-specific expression QTLs in impure tumor samples. (English) Zbl 1437.62657 J. Am. Stat. Assoc. 115, No. 529, 79-89 (2020). MSC: 62P10 92D99 PDF BibTeX XML Cite \textit{D. R. Wilson} et al., J. Am. Stat. Assoc. 115, No. 529, 79--89 (2020; Zbl 1437.62657) Full Text: DOI
Heaton, Matthew J.; Berrett, Candace; Pugh, Sierra; Evans, Amber; Sloan, Chantel Modeling bronchiolitis incidence proportions in the presence of spatio-temporal uncertainty. (English) Zbl 1437.62492 J. Am. Stat. Assoc. 115, No. 529, 66-78 (2020). MSC: 62P10 62M30 PDF BibTeX XML Cite \textit{M. J. Heaton} et al., J. Am. Stat. Assoc. 115, No. 529, 66--78 (2020; Zbl 1437.62492) Full Text: DOI
Smith, Adam N.; Allenby, Greg M. Demand models with random partitions. (English) Zbl 1437.62688 J. Am. Stat. Assoc. 115, No. 529, 47-65 (2020). MSC: 62P20 62F15 65C05 PDF BibTeX XML Cite \textit{A. N. Smith} and \textit{G. M. Allenby}, J. Am. Stat. Assoc. 115, No. 529, 47--65 (2020; Zbl 1437.62688) Full Text: DOI
Storlie, Curtis B.; Therneau, Terry M.; Carter, Rickey E.; Chia, Nicholas; Bergquist, John R.; Huddleston, Jeanne M.; Romero-Brufau, Santiago Prediction and inference with missing data in patient alert systems. (English) Zbl 1437.62613 J. Am. Stat. Assoc. 115, No. 529, 32-46 (2020). MSC: 62P10 62F15 62D05 PDF BibTeX XML Cite \textit{C. B. Storlie} et al., J. Am. Stat. Assoc. 115, No. 529, 32--46 (2020; Zbl 1437.62613) Full Text: DOI
Williams, Jonathan P.; Storlie, Curtis B.; Therneau, Terry M.; Clifford, R. Jack Jr.; Hannig, Jan A Bayesian approach to multistate hidden Markov models: application to dementia progression. (English) Zbl 1437.62656 J. Am. Stat. Assoc. 115, No. 529, 16-31 (2020). MSC: 62P10 62F15 62M05 PDF BibTeX XML Cite \textit{J. P. Williams} et al., J. Am. Stat. Assoc. 115, No. 529, 16--31 (2020; Zbl 1437.62656) Full Text: DOI
Lee, Clement; Wilkinson, Darren J. A hierarchical model of nonhomogeneous Poisson processes for Twitter retweets. (English) Zbl 1437.62692 J. Am. Stat. Assoc. 115, No. 529, 1-15 (2020). MSC: 62P25 62F15 62M20 91D30 PDF BibTeX XML Cite \textit{C. Lee} and \textit{D. J. Wilkinson}, J. Am. Stat. Assoc. 115, No. 529, 1--15 (2020; Zbl 1437.62692) Full Text: DOI