2049-1573/asset/cover.gif?v=1&s=b77be490e05b7031d59c11efbca8b30f1f29a219)
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Stat
Number of Followers: 1  Hybrid journal (It can contain Open Access articles)ISSN (Online) 2049-1573 Published by John Wiley and Sons  [1763 journals]
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- Sub‐asymptotic motivation for new conditional multivariate extreme
models-
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Authors: Thomas Lugrin; Jonathan A. Tawn, Anthony C. Davison
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-09-13T07:25:43-07:00
DOI: 10.1002/sta4.401
Issue No: Vol. 10, No. 1 (2021)
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- A mutual information criterion with applications to canonical correlation
analysis and graphical models-
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Authors: Timothy DelSole; Michael K. Tippett
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-09-07T01:01:14-07:00
DOI: 10.1002/sta4.385
Issue No: Vol. 10, No. 1 (2021)
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- Stochastic actor‐oriented modelling of the impact of COVID‐19 on
financial network evolution-
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Authors: Amanda M.Y. Chu; Lupe S.H. Chan, Mike K.P. So
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-18T12:00:00-07:00
DOI: 10.1002/sta4.408
Issue No: Vol. 10, No. 1 (2021)
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- Regularization paths of L1‐penalized ROC Curve‐Optimizing
Support Vector Machines-
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Authors: Hyungwoo Kim; Insuk Sohn, Seung Jun Shin
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-11T12:00:00-07:00
DOI: 10.1002/sta4.400
Issue No: Vol. 10, No. 1 (2021)
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- A (non‐central) chi‐squared mixture of non‐central chi‐squareds is
(non‐central) chi‐squared and related results, corollaries and
applications-
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Authors: M. C. Jones; Éric Marchand
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-11T10:19:30-07:00
DOI: 10.1002/sta4.398
Issue No: Vol. 10, No. 1 (2021)
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- Characteristic function and Laplace transform‐based tests for
exponentiality in the presence of random right censoring-
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Authors: Elzanie Bothma; James Samuel Allison, Marike Cockeran, Izak Jakobus Henning Visagie
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-10T03:49:46-07:00
DOI: 10.1002/sta4.394
Issue No: Vol. 10, No. 1 (2021)
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- Information limits for detecting a subhypergraph
-
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Authors: Mingao Yuan; Zuofeng Shang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-06T12:00:00-07:00
DOI: 10.1002/sta4.407
Issue No: Vol. 10, No. 1 (2021)
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- Covariance‐based low‐dimensional registration for
function‐on‐function regression-
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Authors: Tobia Boschi; Francesca Chiaromonte, Piercesare Secchi, Bing Li
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-05T03:55:23-07:00
DOI: 10.1002/sta4.404
Issue No: Vol. 10, No. 1 (2021)
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- Ensemble mapper
-
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Authors: Sung Jin Kang; Yaeji Lim
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-05T03:49:13-07:00
DOI: 10.1002/sta4.405
Issue No: Vol. 10, No. 1 (2021)
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- A cautionary note on the variance of empirical pair correlation function
-
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Authors: Jakub Vondráček; Jiří Dvořák
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-04T01:13:14-07:00
DOI: 10.1002/sta4.406
Issue No: Vol. 10, No. 1 (2021)
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- Matrix‐variate time series modelling with hidden Markov models
-
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Authors: Abdullah Asilkalkan; Xuwen Zhu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-08-04T01:08:17-07:00
DOI: 10.1002/sta4.409
Issue No: Vol. 10, No. 1 (2021)
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- Least favourability of the uniform distribution for tests of the concavity
of a distribution function-
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Authors: Brendan K. Beare
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-29T12:00:00-07:00
DOI: 10.1002/sta4.376
Issue No: Vol. 10, No. 1 (2021)
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- Comparison between continuous and periodic inspections in
step‐stress tests-
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Authors: Nooshin Hakamipour
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-27T09:01:07-07:00
DOI: 10.1002/sta4.397
Issue No: Vol. 10, No. 1 (2021)
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- A method of constructing optimal sliced uniform designs under discrete
discrepancy-
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Authors: Changming Yin; Hengzhen Huang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-24T03:13:29-07:00
DOI: 10.1002/sta4.388
Issue No: Vol. 10, No. 1 (2021)
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- Robust penalized M‐estimation for function‐on‐function
linear regression-
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Authors: Xiong Cai; Liugen Xue, Jiguo Cao
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-24T03:12:07-07:00
DOI: 10.1002/sta4.390
Issue No: Vol. 10, No. 1 (2021)
-
- Linear regression analysis for interval‐valued functional data
-
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Authors: Roya Nasirzadeh; Fariba Nasirzadeh, Zohreh Mohammadi
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-21T12:00:00-07:00
DOI: 10.1002/sta4.392
Issue No: Vol. 10, No. 1 (2021)
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- GEAR: On optimal decision making with auxiliary data
-
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Authors: Hengrui Cai; Rui Song, Wenbin Lu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-21T09:21:51-07:00
DOI: 10.1002/sta4.399
Issue No: Vol. 10, No. 1 (2021)
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- The effect of rebalancing on LDA in imbalanced classification
-
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Authors: Arlene K. H. Kim; Hyunwoo Chung
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-21T07:55:08-07:00
DOI: 10.1002/sta4.384
Issue No: Vol. 10, No. 1 (2021)
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- Estimation of the mean function of functional data via deep neural
networks-
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Authors: Shuoyang Wang; Guanqun Cao, Zuofeng Shang, for the Alzheimer's Disease Neuroimaging Initiative
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-21T07:26:36-07:00
DOI: 10.1002/sta4.393
Issue No: Vol. 10, No. 1 (2021)
-
- A constrained minimum method for model selection
-
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Authors: Min Tsao
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-18T12:00:00-07:00
DOI: 10.1002/sta4.387
Issue No: Vol. 10, No. 1 (2021)
-
- Empirical Bayesian analysis through the lens of a particular class of
constrained Bayesian hierarchical models-
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Authors: Jonathan R Bradley; Qingying Zong
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-18T12:00:00-07:00
DOI: 10.1002/sta4.403
Issue No: Vol. 10, No. 1 (2021)
-
- Classification of longitudinal brain networks with an application to
understanding superior aging-
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Authors: Lu Wang; Zhengwu Zhang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-18T12:00:00-07:00
DOI: 10.1002/sta4.402
Issue No: Vol. 10, No. 1 (2021)
-
- Random projections for quantile ridge regression
-
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Authors: Yan Zhou; Jiang Liang, Yaohua Hu, Heng Lian
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-16T12:00:00-07:00
DOI: 10.1002/sta4.386
Issue No: Vol. 10, No. 1 (2021)
-
- A method for obtaining efficient UE(s2)‐optimal two‐level
supersaturated designs-
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Authors: Haralambos Evangelaras
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-16T12:00:00-07:00
DOI: 10.1002/sta4.391
Issue No: Vol. 10, No. 1 (2021)
-
- Outlier robust model averaging based on Sp criterion
-
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Authors: Yunfei Guo; Zhonghua Li
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-16T12:00:00-07:00
DOI: 10.1002/sta4.396
Issue No: Vol. 10, No. 1 (2021)
-
- Spectral analysis of networks with latent space dynamics and signs
-
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Authors: Joshua Cape
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-13T12:00:00-07:00
DOI: 10.1002/sta4.381
Issue No: Vol. 10, No. 1 (2021)
-
- Fast covariance parameter estimation of spatial Gaussian process models
using neural networks-
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Authors: Florian Gerber; Douglas Nychka
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-07-12T12:00:00-07:00
DOI: 10.1002/sta4.382
Issue No: Vol. 10, No. 1 (2021)
-
- A high‐dimensional classification rule using sample covariance matrix
equipped with adjusted estimated eigenvalues-
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Authors: Seungchul Baek; Hoyoung Park, Junyong Park
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-24T12:00:00-07:00
DOI: 10.1002/sta4.358
Issue No: Vol. 10, No. 1 (2021)
-
- Bayesian nonparametric multiway regression for clustered binomial data
-
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Authors: Eric F. Lock; Dipankar Bandyopadhyay
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-16T12:00:00-07:00
DOI: 10.1002/sta4.378
Issue No: Vol. 10, No. 1 (2021)
-
- On the error in Laplace approximations of high‐dimensional integrals
-
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Authors: Helen Ogden
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-16T12:00:00-07:00
DOI: 10.1002/sta4.380
Issue No: Vol. 10, No. 1 (2021)
-
- A skew‐t quantile regression for censored and missing data
-
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Authors: Christian E. Galarza Morales; Victor H. Lachos, Marcelo Bourguignon
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-15T12:00:00-07:00
DOI: 10.1002/sta4.379
Issue No: Vol. 10, No. 1 (2021)
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- Approximation of the quasi‐deviance function for the time‐changed
Lévy processes by the first‐exit time of the inverse Gaussian
subordinator-
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Authors: Farouk Mselmi
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-15T12:00:00-07:00
DOI: 10.1002/sta4.362
Issue No: Vol. 10, No. 1 (2021)
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- CORRIGENDUM
-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-14T12:00:00-07:00
DOI: 10.1002/sta4.383
Issue No: Vol. 10, No. 1 (2021)
-
- Modernizing k‐nearest neighbors
-
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Authors: Robin Elizabeth Yancey; Bochao Xin, Norm Matloff
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-06-09T12:00:00-07:00
DOI: 10.1002/sta4.335
Issue No: Vol. 10, No. 1 (2021)
-
- Weighted empirical likelihood for heteroscedastic varying coefficient
partially non‐linear models with missing data-
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Authors: Guo‐Liang Fan; Lu‐Lu Wang, Hong‐Xia Xu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-05-21T12:00:00-07:00
DOI: 10.1002/sta4.353
Issue No: Vol. 10, No. 1 (2021)
-
- Nonparametric regression with ordinal responses
-
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Authors: Chong Gu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-05-16T10:31:21-07:00
DOI: 10.1002/sta4.365
Issue No: Vol. 10, No. 1 (2021)
-
- On a new test of fit to the beta distribution
-
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Authors: Bruno Ebner; Shawn C. Liebenberg
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-05-07T12:35:53-07:00
DOI: 10.1002/sta4.341
Issue No: Vol. 10, No. 1 (2021)
-
- Non‐parametric regression for networks
-
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Authors: Katie E. Severn; Ian L. Dryden, Simon P. Preston
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-05-07T01:03:56-07:00
DOI: 10.1002/sta4.373
Issue No: Vol. 10, No. 1 (2021)
-
- A spatiotemporal case‐crossover model of asthma exacerbation in the
City of Houston-
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Authors: Julia C. Schedler; Katherine B. Ensor
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-05-06T12:00:00-07:00
DOI: 10.1002/sta4.357
Issue No: Vol. 10, No. 1 (2021)
-
- Bayesian group learning for shot selection of professional basketball
players-
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Authors: Guanyu Hu; Hou‐Cheng Yang, Yishu Xue
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-22T03:16:31-07:00
DOI: 10.1002/sta4.324
Issue No: Vol. 10, No. 1 (2021)
-
- Semiparametric Bayes instrumental variable estimation with many weak
instruments-
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Authors: Ryo Kato; Takahiro Hoshino
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-13T03:49:32-07:00
DOI: 10.1002/sta4.350
Issue No: Vol. 10, No. 1 (2021)
-
- Robust index of confidence weighted learning for optimal individualized
treatment rule estimation-
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Authors: Jinchun Zhang; Andrea B. Troxel, Eva Petkova
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-12T01:45:22-07:00
DOI: 10.1002/sta4.374
Issue No: Vol. 10, No. 1 (2021)
-
- An improved tensor regression model via location smoothing
-
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Authors: Ya Zhou; Kejun He
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-10T04:49:53-07:00
DOI: 10.1002/sta4.377
Issue No: Vol. 10, No. 1 (2021)
-
- Composite likelihood ratio testing under nonstandard conditions using
tangent cones-
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Authors: Mahdis Azadbakhsh; Xin Gao, Hanna Jankowski
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-10T04:46:39-07:00
DOI: 10.1002/sta4.375
Issue No: Vol. 10, No. 1 (2021)
-
- Statistical inference for nonparametric censored regression
-
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Authors: Guangcai Mao; Jing Zhang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-10T04:25:19-07:00
DOI: 10.1002/sta4.333
Issue No: Vol. 10, No. 1 (2021)
-
- Mann–Whitney test for two‐phase stratified sampling
-
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Authors: Takumi Saegusa
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-04-06T10:50:39-07:00
DOI: 10.1002/sta4.321
Issue No: Vol. 10, No. 1 (2021)
-
- Count‐valued time series models for COVID‐19 daily death
dynamics-
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Authors: William R Palmer; Richard A Davis, Tian Zheng
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-31T12:00:00-07:00
DOI: 10.1002/sta4.369
Issue No: Vol. 10, No. 1 (2021)
-
- To update or not to update' Delayed nonparametric bandits with
randomized allocation-
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Authors: Sakshi Arya; Yuhong Yang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-31T12:00:00-07:00
DOI: 10.1002/sta4.366
Issue No: Vol. 10, No. 1 (2021)
-
- On the uniform concentration bounds and large sample properties of
clustering with Bregman divergences-
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Authors: Debolina Paul; Saptarshi Chakraborty, Swagatam Das
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-29T06:34:31-07:00
DOI: 10.1002/sta4.360
Issue No: Vol. 10, No. 1 (2021)
-
- Detecting changes in mean in the presence of time‐varying
autocovariance-
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Authors: Euan T. McGonigle; Rebecca Killick, Matthew A. Nunes
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-29T06:25:00-07:00
DOI: 10.1002/sta4.351
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- Outcome weighted ψ‐learning for individualized treatment rules
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-29T01:16:30-07:00
DOI: 10.1002/sta4.343
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- A fast algorithm for integrative community detection of multi‐layer
networks-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-25T11:03:30-07:00
DOI: 10.1002/sta4.348
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- Dirichlet process mixture models with shrinkage prior
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-24T12:00:00-07:00
DOI: 10.1002/sta4.371
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- RankFromSets: Scalable set recommendation with optimal recall
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-22T12:00:00-07:00
DOI: 10.1002/sta4.363
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- Better nonparametric confidence intervals via robust bias correction for
quantile regression-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-18T12:00:00-07:00
DOI: 10.1002/sta4.370
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- Refined double sampling scheme with measures and application
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-15T12:00:00-07:00
DOI: 10.1002/sta4.368
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- Multilevel joint modeling of hospitalization and survival in patients on
dialysis-
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PubDate: 2021-03-15T05:07:27-07:00
DOI: 10.1002/sta4.356
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- Low‐rank approximation for smoothing spline via eigensystem
truncation-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-14T06:20:08-07:00
DOI: 10.1002/sta4.355
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- On the estimation bias in first‐order bifurcating autoregressive
models-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-11T12:00:00-08:00
DOI: 10.1002/sta4.342
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- Visualizing the food landscape of Durham, North Carolina
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Authors: Joseph L. Graves; Gizem Templeton, Lauren Davis, Seong‐Tae Kim
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-11T09:56:08-08:00
DOI: 10.1002/sta4.347
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- Directional analysis for point patterns on linear networks
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-11T09:27:06-08:00
DOI: 10.1002/sta4.323
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- Estimating average treatment effect on the treated via sufficient
dimension reduction-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-10T12:00:00-08:00
DOI: 10.1002/sta4.367
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- Mode merging for the finite mixture of t‐distributions
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-10T12:00:00-08:00
DOI: 10.1002/sta4.372
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- When will gradient methods converge to max‐margin classifier under
ReLU models'-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-09T12:00:00-08:00
DOI: 10.1002/sta4.354
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- Linear screening for high‐dimensional computer experiments
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-08T12:00:00-08:00
DOI: 10.1002/sta4.320
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- Gradual variance change point detection with a smoothly changing mean
trend-
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Authors: Wanfeng Liang; Libai Xu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-07T12:00:00-08:00
DOI: 10.1002/sta4.327
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-
- Consistency of permutation tests of independence using distance
covariance, HSIC and dHSIC-
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-07T12:00:00-08:00
DOI: 10.1002/sta4.364
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-
- Efficient split likelihood‐based method for community detection of
large‐scale networks-
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Authors: Jiangzhou Wang; Binghui Liu, Jianhua Guo
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-07T10:40:55-08:00
DOI: 10.1002/sta4.349
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-
- Forecasting subnational COVID‐19 mortality using a day‐of‐the‐week
adjusted Bayesian hierarchical model-
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Authors: Justin J. Slater; Patrick E. Brown, Jeffrey S. Rosenthal
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-07T10:20:06-08:00
DOI: 10.1002/sta4.328
Issue No: Vol. 10, No. 1 (2021)
-
- Better together: Extending JMP® with open‐source software
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Authors: Nascif Abousalh‐Neto; Meijian Guan, Ruth Hummel
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-03T12:00:00-08:00
DOI: 10.1002/sta4.336
Issue No: Vol. 10, No. 1 (2021)
-
- Predicting lifespan of Drosophila melanogaster: A novel application of
convolutional neural networks and zero‐inflated autoregressive
conditional Poisson model-
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Authors: Yi Zhang; V.A. Samaranayake, Gayla R. Olbricht, Matthew Thimgan
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-03T06:25:33-08:00
DOI: 10.1002/sta4.345
Issue No: Vol. 10, No. 1 (2021)
-
- Issue Information
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Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-02T12:00:00-08:00
DOI: 10.1002/sta4.293
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- MuSP: A multistep screening procedure for sparse recovery
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Authors: Yuehan Yang; Ji Zhu, Edward I. George
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-03-02T05:46:10-08:00
DOI: 10.1002/sta4.352
Issue No: Vol. 10, No. 1 (2021)
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- Nonasymptotic support recovery for high‐dimensional sparse
covariance matrices-
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Authors: Adam B. Kashlak; Linglong Kong
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-28T03:19:59-08:00
DOI: 10.1002/sta4.316
Issue No: Vol. 10, No. 1 (2021)
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- Joint estimation of gradual variance changepoint for panel data with
common structures-
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Authors: Wanfeng Liang; Yunfei Guo, Yue Wu
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-27T12:00:00-08:00
DOI: 10.1002/sta4.359
Issue No: Vol. 10, No. 1 (2021)
-
- Convergence rate for nonparametric quantile regression with a total
variation penalty-
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Authors: Jiamin Liu; Wangli Xu, Heng Lian
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-27T03:11:02-08:00
DOI: 10.1002/sta4.361
Issue No: Vol. 10, No. 1 (2021)
-
- VtNet: A neural network with variable importance assessment
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Authors: Lixiang Zhang; Lin Lin, Jia Li
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-26T05:21:40-08:00
DOI: 10.1002/sta4.325
Issue No: Vol. 10, No. 1 (2021)
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- Functional singular spectrum analysis
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Authors: Hossein Haghbin; Seyed Morteza Najibi, Rahim Mahmoudvand, Jordan Trinka, Mehdi Maadooliat
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-24T12:38:35-08:00
DOI: 10.1002/sta4.330
Issue No: Vol. 10, No. 1 (2021)
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- Modern multiple imputation with functional data
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Authors: Aniruddha Rajendra Rao; Matthew Reimherr
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-24T01:12:53-08:00
DOI: 10.1002/sta4.331
Issue No: Vol. 10, No. 1 (2021)
-
- Statistical significance calculations for scenarios in visual inference
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Authors: Susan VanderPlas; Christian Röttger, Dianne Cook, Heike Hofmann
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-22T02:30:18-08:00
DOI: 10.1002/sta4.337
Issue No: Vol. 10, No. 1 (2021)
-
- Creating optimal conditions for reproducible data analysis in R with
‘fertile’-
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Authors: Audrey M. Bertin; Benjamin S. Baumer
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-18T04:11:40-08:00
DOI: 10.1002/sta4.332
Issue No: Vol. 10, No. 1 (2021)
-
- Visual tests for elliptically symmetric distributions
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Authors: Pritha Guha; Biman Chakraborty
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-11T12:00:00-08:00
DOI: 10.1002/sta4.319
Issue No: Vol. 10, No. 1 (2021)
-
- Expectile regression via deep residual networks
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Authors: Yiyi Yin; Hui Zou
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-10T12:00:00-08:00
DOI: 10.1002/sta4.315
Issue No: Vol. 10, No. 1 (2021)
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- Data visualization case studies for high‐dimensional data validation
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Authors: Aaron R. Williams
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-05T12:30:26-08:00
DOI: 10.1002/sta4.334
Issue No: Vol. 10, No. 1 (2021)
-
- Bayesian inference for polycrystalline materials
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Authors: James Matuk; Oksana Chkrebtii, Stephen R. Niezgoda
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-05T12:27:47-08:00
DOI: 10.1002/sta4.340
Issue No: Vol. 10, No. 1 (2021)
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- Weight normalized deep neural networks
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Authors: Yixi Xu; Xiao Wang
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-03T12:00:00-08:00
DOI: 10.1002/sta4.344
Issue No: Vol. 10, No. 1 (2021)
-
- Likelihood‐based inference for generalized linear mixed models:
Inference with the R package glmm-
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Authors: Christina Knudson; Sydney Benson, Charles Geyer, Galin Jones
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-03T08:41:08-08:00
DOI: 10.1002/sta4.339
Issue No: Vol. 10, No. 1 (2021)
-
- Causal inference in the presence of missing data using a random
forest‐based matching algorithm-
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Authors: Tristan Hillis; Maureen A. Guarcello, Richard A. Levine, Juanjuan Fan
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-03T08:21:00-08:00
DOI: 10.1002/sta4.326
Issue No: Vol. 10, No. 1 (2021)
-
- Hosting a data science hackathon with limited resources
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Authors: Kristin Kuter; Christopher Wedrychowicz
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-02T12:00:00-08:00
DOI: 10.1002/sta4.338
Issue No: Vol. 10, No. 1 (2021)
-
- Closed‐form expressions for maximum mean discrepancy with applications
to Wasserstein auto‐encoders-
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Authors: Raif M. Rustamov
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-02T10:30:18-08:00
DOI: 10.1002/sta4.329
Issue No: Vol. 10, No. 1 (2021)
-
- Forecasting hurricane‐related power outages via locally optimized
random forests-
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Authors: Tim Coleman; Mary Frances Dorn, Kim Kaufeld, Lucas Mentch
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-02T08:25:00-08:00
DOI: 10.1002/sta4.346
Issue No: Vol. 10, No. 1 (2021)
-
- Self‐supervised learning for outlier detection
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Authors: Jan Diers; Christian Pigorsch
Abstract: Stat, Volume 10, Issue 1, December 2021.
PubDate: 2021-02-01T12:00:00-08:00
DOI: 10.1002/sta4.322
Issue No: Vol. 10, No. 1 (2021)
-
- Some nonparametric regression models for interval‐valued functional
data-
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Authors: Roya Nasirzadeh; Fariba Nasirzadeh, Zohreh Mohammadi
Abstract: Stat, Accepted Article.
PubDate: 2021-12-08T07:40:55-08:00
DOI: 10.1002/sta4.443
-
- A Unified Approach for Outliers and Influential Data Detection – The
Value of Information in Retrospect-
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Authors: Jacob Parsons; Le Bao
Abstract: Stat, Accepted Article.
PubDate: 2021-12-06T10:52:19-08:00
DOI: 10.1002/sta4.442
-
- Allocation of COVID‐19 Testing Budget on a Commute Network of
Counties-
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Authors: Yaxuan Huang; Zheng Tracy Ke, Jiashun Jin
Abstract: Stat, Accepted Article.
PubDate: 2021-12-06T07:03:58-08:00
DOI: 10.1002/sta4.441
-
- Stationary distribution and ergodicity of stochastic Wright's mutualism
model with regime‐switching-
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Authors: Xu Li
Abstract: Stat, Accepted Article.
PubDate: 2021-11-30T09:54:13-08:00
DOI: 10.1002/sta4.440
-
- Statistical Learning for Predicting Density‐Matrix Based Electron
Dynamics-
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Authors: Prachi Gupta; Harish S. Bhat, Karnamohit Ranka, Christine M. Isborn
Abstract: Stat, Accepted Article.
PubDate: 2021-11-25T05:33:06-08:00
DOI: 10.1002/sta4.439
-
- Multilevel Varying Coefficient Spatiotemporal Model
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Authors: Yihao Li; Danh V. Nguyen, Esra Kürüm, Connie M. Rhee, Sudipto Banerjee, Damla Şentürk
Abstract: Stat, Accepted Article.
PubDate: 2021-11-19T08:38:11-08:00
DOI: 10.1002/sta4.438
-
- A Partial EM Algorithm for Model‐Based Clustering with Highly
Diverse Missing Data Patterns-
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Authors: Ryan P. Browne; Paul D. McNicholas, Christopher J. Findlay
Abstract: Stat, Accepted Article.
PubDate: 2021-11-06T01:28:15-07:00
DOI: 10.1002/sta4.437
-
- Statistical inference on group Rasch mixture network model
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Authors: Yuhang Long; Tao Huang
Abstract: Stat, Accepted Article.
PubDate: 2021-11-05T10:14:23-07:00
DOI: 10.1002/sta4.436
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- Sparse Multivariate Functional Principal Component Analysis
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Authors: Jun Song; Kyongwon Kim
Abstract: Stat, Accepted Article.
PubDate: 2021-11-01T03:16:59-07:00
DOI: 10.1002/sta4.435
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- Confidence intervals that utilize sparsity
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Authors: Paul Kabaila; David Farchione
Abstract: Stat, Accepted Article.
PubDate: 2021-10-20T08:00:37-07:00
DOI: 10.1002/sta4.434
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- Valid Two‐Sample Graph Testing via Optimal Transport Procrustes and
Multiscale Graph Correlation with Applications in Connectomics-
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Authors: Jaewon Chung; Bijan Varjavand, Jesús Arroyo, Anton Alyakin, Joshua Agterberg, Minh Tang, Carey E. Priebe, Joshua T. Vogelstein
Abstract: Stat, Accepted Article.
PubDate: 2021-10-19T05:55:57-07:00
DOI: 10.1002/sta4.429
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- Sequential Pathway Inference for Multimodal Neuroimaging Analysis
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Authors: Lexin Li; Chengchun Shi, Tengfei Guo, William J. Jagust
Abstract: Stat, Accepted Article.
PubDate: 2021-10-15T12:48:42-07:00
DOI: 10.1002/sta4.433
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- An Algorithm for Distributed Bayesian Inference
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Authors: N. D. Shyamalkumar; Sanvesh Srivastava
Abstract: Stat, Accepted Article.
PubDate: 2021-10-14T05:27:54-07:00
DOI: 10.1002/sta4.432
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- Maximum likelihood estimation and the local asymptotic mixed normality in
a second order branching process with continuous state space-
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Authors: Mukund Ramtirthkar; Mohan Kale
Abstract: Stat, Accepted Article.
PubDate: 2021-10-12T12:00:33-07:00
DOI: 10.1002/sta4.430
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- A Stochastic Locally Diffusive Model with Neural Network‐Based
Deformations for Global Sea Surface Temperature-
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Authors: Wenjing Hu; Geir‐Arne Fuglstad, Stefano Castruccio
Abstract: Stat, Accepted Article.
PubDate: 2021-10-12T03:17:05-07:00
DOI: 10.1002/sta4.431
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- Community detection with nodal information: likelihood and its variational
approximation-
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Authors: Haolei Weng; Yang Feng
Abstract: Stat, Accepted Article.
PubDate: 2021-10-06T04:02:59-07:00
DOI: 10.1002/sta4.428
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- Epsilon Consistent Mixup: Structural Regularization with an Adaptive
Consistency‐Interpolation Tradeoff-
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Authors: Vincent Pisztora; Yanglan Ou, Xiaolei Huang, Francesca Chiaromonte, Jia Li
Abstract: Stat, Accepted Article.
PubDate: 2021-09-30T12:00:00-07:00
DOI: 10.1002/sta4.425
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- Controlling Costs: Feature Selection on a Budget
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Authors: Guo Yu; Daniela Witten, Jacob Bien
Abstract: Stat, Accepted Article.
PubDate: 2021-09-30T03:40:44-07:00
DOI: 10.1002/sta4.427
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- Consistent Estimation of Number of Communities in Stochastic Block Models
using Cross‐Validation-
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Authors: Jining Qin; Jing Lei
Abstract: Stat, Accepted Article.
PubDate: 2021-09-30T01:59:18-07:00
DOI: 10.1002/sta4.426
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- High‐dimensional Precision Matrix Estimation with a Known Graphical
Structure-
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Authors: Thien‐Minh Le; Ping‐Shou Zhong
Abstract: Stat, Accepted Article.
PubDate: 2021-09-20T11:49:44-07:00
DOI: 10.1002/sta4.424
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- Multivariate tests for the multi‐sample location problem based on
depth function-
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Authors: Sakineh Dehghan; Mohammad Reza Faridrohani
Abstract: Stat, Accepted Article.
PubDate: 2021-09-20T11:43:36-07:00
DOI: 10.1002/sta4.423
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- Parsimonious mixture‐of‐experts based on mean‐mixture of
multivariate normal distributions-
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Authors: Afsaneh Sepahdar; Mohsen Madadi, Narayanaswamy Balakrishnan, Ahad Jamalizadeh
Abstract: Stat, Accepted Article.
PubDate: 2021-09-16T11:22:27-07:00
DOI: 10.1002/sta4.421
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- Estimation of the average treatment effect on the treated with
misclassified binary outcome-
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Authors: Shaojie Wei; Zhongzhan Zhang, Gaorong Li
Abstract: Stat, Accepted Article.
PubDate: 2021-09-15T05:04:17-07:00
DOI: 10.1002/sta4.422
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- Fast model‐based clustering of partial records
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Authors: Emily M. Goren; Ranjan Maitra
Abstract: Stat, Accepted Article.
PubDate: 2021-09-03T06:35:45-07:00
DOI: 10.1002/sta4.416
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- F‐type testing in functional linear models
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Authors: Menghan Yi; Zaixing Li, Yanlin Tang
Abstract: Stat, Accepted Article.
PubDate: 2021-08-31T06:18:33-07:00
DOI: 10.1002/sta4.420
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- James‐Stein estimation of the first principal component†
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Authors: Alex Shkolnik
Abstract: Stat, Accepted Article.
PubDate: 2021-08-31T04:30:43-07:00
DOI: 10.1002/sta4.419
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- Honest Leave‐One‐Out Cross‐Validation for Estimating Post‐Tuning
Generalization Error-
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Authors: Boxiang Wang; Hui Zou
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T12:08:40-07:00
DOI: 10.1002/sta4.413
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- Multi‐step‐ahead Prediction Interval for Locally Stationary Time
Series with Application to Air Pollutants Concentration Data-
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Authors: Jie Li; Qirui Hu, Fengying Zhang
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T06:46:20-07:00
DOI: 10.1002/sta4.411
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- A Joint Model for Longitudinal Outcomes with Potential Floor or Ceiling
Effects and Survival Times, with Applications to Analysis of Quality of
Life Data from a Cancer Clinical Trial-
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Authors: Zhanfeng Wang; Honghong Xu, Haijiao Liu, Hui Song, Dongsheng Tu
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T06:43:48-07:00
DOI: 10.1002/sta4.412
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- Bias Analysis of Generalized Estimating Equations Under Measurement Error
and Practical Bias Correction-
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Authors: Yuen Tsz Abby Lau; Jun Yan
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T06:43:43-07:00
DOI: 10.1002/sta4.418
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- Comparison of Attributed Network Clustering Approaches to Analyzing Seoul
Public Bike Stations-
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Authors: Yunjin Choi; Jaemin Lee, Gunwoong Park
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T04:31:13-07:00
DOI: 10.1002/sta4.415
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- Structural inference of time‐varying mixed graphical models
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Authors: Qingyang Liu; Yuping Zhang, Zhengqing Ouyang
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T04:00:51-07:00
DOI: 10.1002/sta4.414
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- New Mixed Ranked Set Sampling Variations
-
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Authors: Ahmad A. Hanandeh; Amjad D. Al‐Nasser, Amer I. Al‐Omari
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T03:43:02-07:00
DOI: 10.1002/sta4.417
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- A multivariate normal approximation for the Dirichlet density and some
applications-
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Authors: Frédéric Ouimet
Abstract: Stat, Accepted Article.
PubDate: 2021-08-24T03:11:00-07:00
DOI: 10.1002/sta4.410
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- Non‐asymptotic moment bounds for random variables rounded to
non‐uniformly spaced sets-
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Authors: Tyler Chen
Abstract: Stat, Accepted Article.
PubDate: 2021-06-10T05:23:58-07:00
DOI: 10.1002/sta4.395
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