JournalTOCs

Open Journal of Statistics
Number of Followers: 3

This is an Open Access Journal

Open Access journal
ISSN (Print) 2161-718X - ISSN (Online) 2161-7198
Published by Scientific Research Publishing

[230 journals]

Forward Stepwise Deep Autoencoder-Based Monotone Nonlinear Dimensionality
Reduction Methods
- Authors: Youyi Fong, Jun Xu
  Pages: 519 - 529
  Abstract: Volume 30, Issue 3, July-September 2021, Page 519-529
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-27T05:31:10Z
  DOI: 10.1080/10618600.2020.1856119
  Issue No: Vol. 30, No. 3 (2021)
Model Selection With Lasso-Zero: Adding Straw to the Haystack to Better
Find Needles
- Authors: Pascaline Descloux, Sylvain Sardy
  Pages: 530 - 543
  Abstract: Volume 30, Issue 3, July-September 2021, Page 530-543
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-01T05:53:29Z
  DOI: 10.1080/10618600.2020.1869026
  Issue No: Vol. 30, No. 3 (2021)
Trimmed Constrained Mixed Effects Models: Formulations and Algorithms
- Authors: Peng Zheng, Ryan Barber, Reed J. D. Sorensen, Christopher J. L. Murray, Aleksandr Y. Aravkin
  Pages: 544 - 556
  Abstract: Volume 30, Issue 3, July-September 2021, Page 544-556
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-12T07:07:36Z
  DOI: 10.1080/10618600.2020.1868303
  Issue No: Vol. 30, No. 3 (2021)
MIP-BOOST: Efficient and Effective L0 Feature Selection for Linear
Regression
- Authors: Ana Kenney, Francesca Chiaromonte, Giovanni Felici
  Pages: 566 - 577
  Abstract: Volume 30, Issue 3, July-September 2021, Page 566-577
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-04T07:29:39Z
  DOI: 10.1080/10618600.2020.1845184
  Issue No: Vol. 30, No. 3 (2021)
Distributed Bayesian Inference in Linear Mixed-Effects Models
- Authors: Sanvesh Srivastava, Yixiang Xu
  Pages: 594 - 611
  Abstract: Volume 30, Issue 3, July-September 2021, Page 594-611
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-08T08:21:24Z
  DOI: 10.1080/10618600.2020.1869025
  Issue No: Vol. 30, No. 3 (2021)
An Explicit Mean-Covariance Parameterization for Multivariate Response
Linear Regression
- Authors: Aaron J. Molstad, Guangwei Weng, Charles R. Doss, Adam J. Rothman
  Pages: 612 - 621
  Abstract: Volume 30, Issue 3, July-September 2021, Page 612-621
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-22T09:25:45Z
  DOI: 10.1080/10618600.2020.1853551
  Issue No: Vol. 30, No. 3 (2021)
Monte Carlo Simulation on the Stiefel Manifold via Polar Expansion
- Authors: Michael Jauch, Peter D. Hoff, David B. Dunson
  Pages: 622 - 631
  Abstract: Volume 30, Issue 3, July-September 2021, Page 622-631
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-01T08:37:37Z
  DOI: 10.1080/10618600.2020.1859382
  Issue No: Vol. 30, No. 3 (2021)
Fast Markov Chain Monte Carlo for High-Dimensional Bayesian Regression
Models With Shrinkage Priors
- Authors: Rui Jin, Aixin Tan
  Pages: 632 - 646
  Abstract: Volume 30, Issue 3, July-September 2021, Page 632-646
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-04T10:24:02Z
  DOI: 10.1080/10618600.2020.1864383
  Issue No: Vol. 30, No. 3 (2021)
Quasi-Random Sampling for Multivariate Distributions via Generative Neural
Networks
- Authors: Marius Hofert, Avinash Prasad, Mu Zhu
  Pages: 647 - 670
  Abstract: Volume 30, Issue 3, July-September 2021, Page 647-670
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-05T06:48:09Z
  DOI: 10.1080/10618600.2020.1868302
  Issue No: Vol. 30, No. 3 (2021)
Kriging Riemannian Data via Random Domain Decompositions
- Authors: Alessandra Menafoglio, Davide Pigoli, Piercesare Secchi
  Pages: 709 - 727
  Abstract: Volume 30, Issue 3, July-September 2021, Page 709-727
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-01T10:46:10Z
  DOI: 10.1080/10618600.2020.1853548
  Issue No: Vol. 30, No. 3 (2021)
Tensor Canonical Correlation Analysis With Convergence and Statistical
Guarantees
- Authors: You-Lin Chen, Mladen Kolar, Ruey S. Tsay
  Pages: 728 - 744
  Abstract: Volume 30, Issue 3, July-September 2021, Page 728-744
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-25T08:56:06Z
  DOI: 10.1080/10618600.2020.1856118
  Issue No: Vol. 30, No. 3 (2021)
Nonparametric Anomaly Detection on Time Series of Graphs
- Authors: Dorcas Ofori-Boateng, Yulia R. Gel, Ivor Cribben
  Pages: 756 - 767
  Abstract: Volume 30, Issue 3, July-September 2021, Page 756-767
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-07T11:30:29Z
  DOI: 10.1080/10618600.2020.1844214
  Issue No: Vol. 30, No. 3 (2021)
Change-Point Detection for Graphical Models in the Presence of Missing
Values
- Authors: Malte Londschien, Solt Kovács, Peter Bühlmann
  Pages: 768 - 779
  Abstract: Volume 30, Issue 3, July-September 2021, Page 768-779
  .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-27T05:23:09Z
  DOI: 10.1080/10618600.2020.1853549
  Issue No: Vol. 30, No. 3 (2021)
Additive Functional Cox Model
- Authors: Erjia Cui, Ciprian M. Crainiceanu, Andrew Leroux
  Pages: 780 - 793
  Abstract: Volume 30, Issue 3, July-September 2021, Page 780-793
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-01-01T10:51:06Z
  DOI: 10.1080/10618600.2020.1853550
  Issue No: Vol. 30, No. 3 (2021)
Adaptive Bayesian Spectral Analysis of High-Dimensional Nonstationary Time
Series
- Authors: Zeda Li, Ori Rosen, Fabio Ferrarelli, Robert T. Krafty
  Pages: 794 - 807
  Abstract: Volume 30, Issue 3, July-September 2021, Page 794-807
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-01T05:43:21Z
  DOI: 10.1080/10618600.2020.1868305
  Issue No: Vol. 30, No. 3 (2021)
Alternating Pruned Dynamic Programming for Multiple Epidemic Change-Point
Estimation
- Authors: Zifeng Zhao, Chun Yip Yau
  Pages: 808 - 821
  Abstract: Volume 30, Issue 3, July-September 2021, Page 808-821
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  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-12T07:11:27Z
  DOI: 10.1080/10618600.2020.1868304
  Issue No: Vol. 30, No. 3 (2021)
Adaptive Preferential Sampling in Phylodynamics With an Application to
SARS-CoV-2
- Authors: Lorenzo Cappello, Julia A. Palacios
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-29T09:14:41Z
  DOI: 10.1080/10618600.2021.1987256
Features of the Polynomial Biplot for Ordered Contingency Tables
- Authors: Eric J. Beh, Rosaria Lombardo
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-27T02:54:19Z
  DOI: 10.1080/10618600.2021.1990773
Dependent Modeling of Temporal Sequences of Random Partitions
- Authors: Garritt L. Page, Fernando A. Quintana, David B. Dahl
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-27T02:50:32Z
  DOI: 10.1080/10618600.2021.1987255
Subset Multivariate Collective and Point Anomaly Detection
- Authors: Alexander T. M. Fisch, Idris A. Eckley, Paul Fearnhead
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-19T10:50:08Z
  DOI: 10.1080/10618600.2021.1987257
Adaptive Semiparametric Bayesian Differential Equations Via Sequential
Monte Carlo
- Authors: Shijia Wang, Shufei Ge, Renny Doig, Liangliang Wang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-18T03:04:38Z
  DOI: 10.1080/10618600.2021.1987252
Interval Censored Recursive Forests
- Authors: Hunyong Cho, Nicholas P. Jewell, Michael R. Kosorok
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-17T11:37:23Z
  DOI: 10.1080/10618600.2021.1987253
Stratified Stochastic Variational Inference for High-Dimensional Network
Factor Model
- Authors: Emanule Aliverti, Massimiliano Russo
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-17T11:32:36Z
  DOI: 10.1080/10618600.2021.1984929
Interactive Slice Visualization for Exploring Machine Learning Models
- Authors: Catherine B. Hurley, Mark O’Connell, Katarina Domijan
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-17T06:16:58Z
  DOI: 10.1080/10618600.2021.1983439
Block-Wise Variable Selection for Clustering Via Latent States of Mixture
Models
- Authors: Beomseok Seo, Lin Lin, Jia Li
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-17T06:08:13Z
  DOI: 10.1080/10618600.2021.1982724
Estimation and Selection for High-Order Markov Chains with Bayesian
Mixture Transition Distribution Models
- Authors: Matthew Heiner, Athanasios Kottas
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-15T06:53:35Z
  DOI: 10.1080/10618600.2021.1979565
Eigenvectors from Eigenvalues Sparse Principal Component Analysis
- Authors: H. Robert Frost
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-12T08:08:40Z
  DOI: 10.1080/10618600.2021.1987254
Frequency Domain Calculation of Seasonal VARMA Autocovariances
- Authors: Tucker S. McElroy
  Pages: 1 - 3
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-12T07:12:23Z
  DOI: 10.1080/10618600.2021.1981343
Random Forest Adjustment for Approximate Bayesian Computation
- Authors: Jiefeng Bi, Weining Shen, Weixuan Zhu
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-12T07:10:37Z
  DOI: 10.1080/10618600.2021.1981341
A Relabeling Approach to Handling the Class Imbalance Problem for Logistic
Regression
- Authors: Yazhe Li, Niall Adams, Tony Bellotti
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-12T07:07:36Z
  DOI: 10.1080/10618600.2021.1978470
On Construction and Estimation of Stationary Mixture Transition
Distribution Models
- Authors: Xiaotian Zheng, Athanasios Kottas, Bruno Sansó
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-11-09T06:47:26Z
  DOI: 10.1080/10618600.2021.1981342
Efficient Bayesian Synthetic Likelihood With Whitening Transformations
- Authors: Jacob W. Priddle, Scott A. Sisson, David T. Frazier, Ian Turner, Christopher Drovandi
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-10-25T05:04:19Z
  DOI: 10.1080/10618600.2021.1979012
Generalized Tensor Decomposition With Features on Multiple Modes
- Authors: Jiaxin Hu, Chanwoo Lee, Miaoyan Wang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-10-25T04:57:41Z
  DOI: 10.1080/10618600.2021.1978471
Adaptive Bayesian SLOPE: Model Selection With Incomplete Data
- Authors: Wei Jiang, Małgorzata Bogdan, Julie Josse, Szymon Majewski, Błażej Miasojedow, Veronika Ročková
  Pages: 1 - 25
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-10-14T08:57:33Z
  DOI: 10.1080/10618600.2021.1963263
Burning Sage: Reversing the Curse of Dimensionality in the Visualization
of High-Dimensional Data
- Authors: Ursula Laa, Dianne Cook, Stuart Lee
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-09-21T04:12:11Z
  DOI: 10.1080/10618600.2021.1963264
Multivariate Functional Regression Via Nested Reduced-Rank Regularization
- Authors: Xiaokang Liu, Shujie Ma, Kun Chen
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-08-25T01:15:19Z
  DOI: 10.1080/10618600.2021.1960850
Reproducible Hyperparameter Optimization
- Authors: Lars Hertel, Pierre Baldi, Daniel L. Gillen
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-08-20T02:23:46Z
  DOI: 10.1080/10618600.2021.1950004
Fast Univariate Inference for Longitudinal Functional Models
- Authors: Erjia Cui, Andrew Leroux, Ekaterina Smirnova, Ciprian M. Crainiceanu
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-08-04T11:30:00Z
  DOI: 10.1080/10618600.2021.1950006
Low-rank, Orthogonally Decomposable Tensor Regression With Application to
Visual Stimulus Decoding of fMRI Data
- Authors: J. C. Poythress, Jeongyoun Ahn, Cheolwoo Park
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-08-02T05:30:13Z
  DOI: 10.1080/10618600.2021.1951741
Fast and Scalable Algorithm for Detection of Structural Breaks in Big VAR
Models
- Authors: Abolfazl Safikhani, Yue Bai, George Michailidis
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-08-02T04:56:09Z
  DOI: 10.1080/10618600.2021.1950005
The Holdout Randomization Test for Feature Selection in Black Box Models
- Authors: Wesley Tansey, Victor Veitch, Haoran Zhang, Raul Rabadan, David M. Blei
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-26T04:02:05Z
  DOI: 10.1080/10618600.2021.1923520
Visualizing Probability Distributions Across Bivariate Cyclic Temporal
Granularities
- Authors: Sayani Gupta, Rob J Hyndman, Dianne Cook, Antony Unwin
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-26T02:13:46Z
  DOI: 10.1080/10618600.2021.1938588
Fast Forecast Reconciliation Using Linear Models
- Authors: Mahsa Ashouri, Rob J Hyndman, Galit Shmueli
  Pages: 1 - 20
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-22T01:49:56Z
  DOI: 10.1080/10618600.2021.1939038
Matrix Autoregressive Spatio-Temporal Models
- Authors: Nan-Jung Hsu, Hsin-Cheng Huang, Ruey S. Tsay
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-22T01:42:03Z
  DOI: 10.1080/10618600.2021.1938587
The q–q Boxplot
- Authors: Jordan Rodu, Karen Kafadar
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-19T02:16:22Z
  DOI: 10.1080/10618600.2021.1938586
Flexible and Fast Spatial Return Level Estimation Via a Spatially Fused
Penalty
- Authors: Danielle Sass, Bo Li, Brian J. Reich
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-19T02:12:38Z
  DOI: 10.1080/10618600.2021.1938584
Latent Network Estimation and Variable Selection for Compositional Data
Via Variational EM
- Authors: Nathan Osborne, Christine B. Peterson, Marina Vannucci
  Pages: 1 - 22
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-19T02:02:45Z
  DOI: 10.1080/10618600.2021.1935971
The Chi-Square Test of Distance Correlation
- Authors: Cencheng Shen, Sambit Panda, Joshua T. Vogelstein
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-19T02:02:27Z
  DOI: 10.1080/10618600.2021.1938585
Fast and Separable Estimation in High-Dimensional Tensor Gaussian
Graphical Models
- Authors: Keqian Min, Qing Mai, Xin Zhang
  Pages: 1 - 7
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-12T08:25:31Z
  DOI: 10.1080/10618600.2021.1938086
Bayesian Optimization Via Barrier Functions
- Authors: Tony Pourmohamad, Herbert K. H. Lee
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-07-07T08:48:21Z
  DOI: 10.1080/10618600.2021.1935270
A Single-Index Model With a Surface-Link for Optimizing Individualized
Dose Rules
- Authors: Hyung Park, Eva Petkova, Thaddeus Tarpey, R. Todd Ogden
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:36:32Z
  DOI: 10.1080/10618600.2021.1923521
Hierarchical Total Variations and Doubly Penalized ANOVA Modeling for
Multivariate Nonparametric Regression
- Authors: Ting Yang, Zhiqiang Tan
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:28:54Z
  DOI: 10.1080/10618600.2021.1923513
An Approach to Incorporate Subsampling Into a Generic Bayesian
Hierarchical Model
- Authors: Jonathan R. Bradley
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:16:32Z
  DOI: 10.1080/10618600.2021.1923518
Least-Square Approximation for a Distributed System
- Authors: Xuening Zhu, Feng Li, Hansheng Wang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:06:34Z
  DOI: 10.1080/10618600.2021.1923517
Manifold Optimization-Assisted Gaussian Variational Approximation
- Authors: Bingxin Zhou, Junbin Gao, Minh-Ngoc Tran, Richard Gerlach
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:05:03Z
  DOI: 10.1080/10618600.2021.1923516
Spatial Shrinkage Via the Product Independent Gaussian Process Prior
- Authors: Arkaprava Roy, Brian J. Reich, Joseph Guinness, Russell T. Shinohara, Ana-Maria Staicu
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-21T02:00:33Z
  DOI: 10.1080/10618600.2021.1923512
Importance Sampling-Based Transport Map Hamiltonian Monte Carlo for
Bayesian Hierarchical Models
- Authors: Kjartan Kloster Osmundsen, Tore Selland Kleppe, Roman Liesenfeld
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-18T02:54:22Z
  DOI: 10.1080/10618600.2021.1923519
Projected Pólya Tree
- Authors: Luis Nieto-Barajas, Gabriel Núñez-Antonio
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-18T02:50:32Z
  DOI: 10.1080/10618600.2021.1923515
Method G: Uncertainty Quantification for Distributed Data Problems Using
Generalized Fiducial Inference
- Authors: Randy C. S. Lai, Jan Hannig, Thomas C. M. Lee
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-18T02:46:41Z
  DOI: 10.1080/10618600.2021.1923514
The Block-Poisson Estimator for Optimally Tuned Exact Subsampling MCMC
- Authors: Matias Quiroz, Minh-Ngoc Tran, Mattias Villani, Robert Kohn, Khue-Dung Dang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-06-01T02:48:41Z
  DOI: 10.1080/10618600.2021.1917420
Fast Cross-validation for Multi-penalty High-dimensional Ridge Regression
- Authors: Mark A. van de Wiel, Mirrelijn M. van Nee, Armin Rauschenberger
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-05-19T03:47:33Z
  DOI: 10.1080/10618600.2021.1904962
Assessment of Regression Models With Discrete Outcomes Using
Quasi-Empirical Residual Distribution Functions
- Authors: Lu Yang
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-05-12T02:07:03Z
  DOI: 10.1080/10618600.2021.1910042
Learning Multiple Quantiles With Neural Networks
- Authors: Sang Jun Moon, Jong-June Jeon, Jason Sang Hun Lee, Yongdai Kim
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-05-07T05:31:58Z
  DOI: 10.1080/10618600.2021.1909601
Iterative Likelihood: A Unified Inference Tool
- Authors: Haiying Wang, Dixin Zhang, Hua Liang, David Ruppert
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-04-22T07:07:35Z
  DOI: 10.1080/10618600.2021.1904961
Logistic Regression Models for Aggregated Data
- Authors: T. Whitaker, B. Beranger, S. A. Sisson
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-04-20T08:32:22Z
  DOI: 10.1080/10618600.2021.1895816
Multi-Resolution Filters for Massive Spatio-Temporal Data
- Authors: Marcin Jurek, Matthias Katzfuss
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-31T08:25:44Z
  DOI: 10.1080/10618600.2021.1886938
Fast Computation of Latent Correlations
- Authors: Grace Yoon, Christian L. Müller, Irina Gaynanova
  Pages: 1 - 8
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-29T06:44:59Z
  DOI: 10.1080/10618600.2021.1882468
Estimating Multiple Precision Matrices With Cluster Fusion Regularization
- Authors: Bradley S. Price, Aaron J. Molstad, Ben Sherwood
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-19T10:23:55Z
  DOI: 10.1080/10618600.2021.1874963
Assessment and Adjustment of Approximate Inference Algorithms Using the
Law of Total Variance
- Authors: Xuejun Yu, David J. Nott, Minh-Ngoc Tran, Nadja Klein
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-18T04:53:08Z
  DOI: 10.1080/10618600.2021.1880921
Model-Based Microbiome Data Ordination: A Variational Approximation
Approach
- Authors: Yanyan Zeng, Hongyu Zhao, Tao Wang
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-15T07:07:26Z
  DOI: 10.1080/10618600.2021.1882467
Robust Approximate Bayesian Inference With Synthetic Likelihood
- Authors: David T. Frazier, Christopher Drovandi
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-15T06:55:58Z
  DOI: 10.1080/10618600.2021.1875839
Sampling Based Estimation of In-Degree Distribution for Directed Complex
Networks
- Authors: Nelson Antunes, Shankar Bhamidi, Tianjian Guo, Vladas Pipiras, Bang Wang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-12T10:41:54Z
  DOI: 10.1080/10618600.2021.1873143
Sequential Learning of Active Subspaces
- Authors: Nathan Wycoff, Mickaël Binois, Stefan M. Wild
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-08T08:57:21Z
  DOI: 10.1080/10618600.2021.1874962
False Discovery Rates to Detect Signals from Incomplete Spatially
Aggregated Data
- Authors: Hsin-Cheng Huang, Noel Cressie, Andrew Zammit-Mangion, Guowen Huang
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-08T08:51:30Z
  DOI: 10.1080/10618600.2021.1873144
Predictive Distribution Modeling Using Transformation Forests
- Authors: Torsten Hothorn, Achim Zeileis
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-08T08:35:36Z
  DOI: 10.1080/10618600.2021.1872581
Online Updating of Survival Analysis
- Authors: Jing Wu, Ming-Hui Chen, Elizabeth D. Schifano, Jun Yan
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-08T08:27:44Z
  DOI: 10.1080/10618600.2020.1870481
Maximum Likelihood Estimation and Graph Matching in Errorfully Observed
Networks
- Authors: Jesús Arroyo, Daniel L. Sussman, Carey E. Priebe, Vince Lyzinski
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-05T02:59:50Z
  DOI: 10.1080/10618600.2021.1872582
A Pseudo-Likelihood Approach to Linear Regression With Partially Shuffled
Data
- Authors: Martin Slawski, Guoqing Diao, Emanuel Ben-David
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-03-04T10:55:29Z
  DOI: 10.1080/10618600.2020.1870482
A Projection Pursuit Forest Algorithm for Supervised Classification
- Authors: Natalia da Silva, Dianne Cook, Eun-Kyung Lee
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-16T05:15:07Z
  DOI: 10.1080/10618600.2020.1870480
Cluster Optimized Proximity Scaling
- Authors: Thomas Rusch, Patrick Mair, Kurt Hornik
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-16T05:10:43Z
  DOI: 10.1080/10618600.2020.1869027
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring
- Authors: Cole Sodja
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2021-02-12T07:17:50Z
  DOI: 10.1080/10618600.2020.1868306