JournalTOCs

Journal of Computational & Graphical Statistics
Journal Prestige (SJR): 3.135

Citation Impact (citeScore): 2
Number of Followers: 21

Full-text available via subscription

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ISSN (Print) 1061-8600 - ISSN (Online) 1537-2715
Published by Taylor and Francis

[2648 journals]

Exact Bayesian Inference for Discretely Observed Markov Jump Processes
Using Finite Rate Matrices
Open Access Article
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  Authors: Chris Sherlock, Andrew Golightly
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-08-09T08:41:45Z
  DOI: 10.1080/10618600.2022.2093886
Predictive Subdata Selection for Computer Models
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  Authors: Ming-Chung Chang
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-25T03:05:41Z
  DOI: 10.1080/10618600.2022.2097247
Fast, Scalable Approximations to Posterior Distributions in Extended
Latent Gaussian Models
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  Authors: Alex Stringer, Patrick Brown, Jamie Stafford
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-21T06:33:34Z
  DOI: 10.1080/10618600.2022.2099403
Exact Bayesian Inference for Level-Set Cox Processes with Piecewise
Constant Intensity Function
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  Authors: Flávio B. Gonçalves, Bárbara C. C. Dias
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-21T06:28:19Z
  DOI: 10.1080/10618600.2022.2092117
K-CDFs: A Nonparametric Clustering Algorithm via Cumulative Distribution
Function
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  Authors: Jicai Liu, Jinhong Li, Riquan Zhang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-21T06:28:10Z
  DOI: 10.1080/10618600.2022.2091575
DeepMoM: Robust Deep Learning With Median-of-Means
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  Authors: Shih-Ting Huang, Johannes Lederer
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-19T05:28:44Z
  DOI: 10.1080/10618600.2022.2090947
High-Dimensional Multi-Task Learning using Multivariate Regression and
Generalized Fiducial Inference
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  Authors: Zhenyu Wei, Thomas C. M. Lee
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-19T05:22:06Z
  DOI: 10.1080/10618600.2022.2090946
Fused-Lasso Regularized Cholesky Factors of Large Nonstationary Covariance
Matrices of Replicated Time Series
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  Authors: Aramayis Dallakyan, Mohsen Pourahmadi
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-19T05:18:14Z
  DOI: 10.1080/10618600.2022.2090367
Comparing Two Samples Through Stochastic Dominance: A Graphical Approach
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  Authors: Etor Arza, Josu Ceberio, Ekhiñe Irurozki, Aritz Pérez
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-19T05:01:43Z
  DOI: 10.1080/10618600.2022.2084405
Numerical Tolerance for Spectral Decompositions of Random Matrices and
Applications to Network Inference
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  Authors: Avanti Athreya, Zachary Lubberts, Carey E. Priebe, Youngser Park, Minh Tang, Vince Lyzinski, Michael Kane, Bryan W. Lewis
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-19T04:54:33Z
  DOI: 10.1080/10618600.2022.2082972
An Optimal Transport Approach for Selecting a Representative Subsample
with Application in Efficient Kernel Density Estimation
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  Authors: Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-05T06:25:41Z
  DOI: 10.1080/10618600.2022.2084404
Semi-Complete Data Augmentation for Efficient State Space Model Fitting
Open Access Article
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  Authors: Agnieszka Borowska, Ruth King
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-07-05T04:55:52Z
  DOI: 10.1080/10618600.2022.2077350
Popularity Adjusted Block Models are Generalized Random Dot Product Graphs
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  Authors: John Koo, Minh Tang, Michael W. Trosset
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-29T01:52:02Z
  DOI: 10.1080/10618600.2022.2081576
Bayesian Kernel Two-Sample Testing
Open Access Article
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  Authors: Qinyi Zhang, Veit Wild, Sarah Filippi, Seth Flaxman, Dino Sejdinovic
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-29T01:46:48Z
  DOI: 10.1080/10618600.2022.2067547
Analysis of Professional Basketball Field Goal Attempts via a Bayesian
Matrix Clustering Approach
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  Authors: Fan Yin, Guanyu Hu, Weining Shen
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-29T01:40:17Z
  DOI: 10.1080/10618600.2022.2085727
Model Checking for Logistic Models When the Number of Parameters Tends to
Infinity
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  Authors: Xinmin Li, Feifei Chen, Hua Liang, David Ruppert
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-29T01:35:59Z
  DOI: 10.1080/10618600.2022.2084403
Efficient Optimization of Partition Scan Statistics via the Consecutive
Partitions Property
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  Authors: Charles A. Pehlivanian, Daniel B. Neill
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-29T01:32:09Z
  DOI: 10.1080/10618600.2022.2077351
Confidence Bands for a Log-Concave Density
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  Authors: Guenther Walther, Alnur Ali, Xinyue Shen, Stephen Boyd
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-23T03:25:57Z
  DOI: 10.1080/10618600.2022.2076688
Enforcing Stationarity through the Prior in Vector Autoregressions
Open Access Article
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  Authors: Sarah E. Heaps
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-23T03:25:12Z
  DOI: 10.1080/10618600.2022.2079648
Adaptive Handling of Dependence in High-Dimensional Regression Modeling
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  Authors: Florian Hébert, David Causeur, Mathieu Emily
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-23T03:10:51Z
  DOI: 10.1080/10618600.2022.2076687
Persistence Flamelets: Topological Invariants for Scale Spaces
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  Authors: Tullia Padellini, Pierpaolo Brutti
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-14T04:40:15Z
  DOI: 10.1080/10618600.2022.2074427
Eigen-Adjusted Functional Principal Component Analysis
Open Access Article
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  Authors: Ci-Ren Jiang, Eardi Lila, John A. D. Aston, Jane-Ling Wang
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-07T08:36:33Z
  DOI: 10.1080/10618600.2022.2067550
Sparse Functional Boxplots for Multivariate Curves
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  Authors: Zhuo Qu, Marc G. Genton
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-03T02:50:32Z
  DOI: 10.1080/10618600.2022.2066680
Model Based Screening Embedded Bayesian Variable Selection for Ultra-high
Dimensional Settings
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  Authors: Dongjin Li, Somak Dutta, Vivekananda Roy
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-02T08:08:29Z
  DOI: 10.1080/10618600.2022.2074428
Scalable Feature Matching Across Large Data Collections
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  Authors: David Degras
  Pages: 1 - 17
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-02T08:08:26Z
  DOI: 10.1080/10618600.2022.2074429
Generalized Connectivity Matrix Response Regression with Applications in
Brain Connectivity Studies
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  Authors: Jingfei Zhang, Will Wei Sun, Lexin Li
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-06-02T08:07:43Z
  DOI: 10.1080/10618600.2022.2074434
Sample-Wise Combined Missing Effect Model with Penalization
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  Authors: Jialu Li, Guan Yu, Qizhai Li, Yufeng Liu
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:55:22Z
  DOI: 10.1080/10618600.2022.2070172
Integrated Depths for Partially Observed Functional Data
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  Authors: Antonio Elías, Raúl Jiménez, Anna M. Paganoni, Laura M. Sangalli
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:51:09Z
  DOI: 10.1080/10618600.2022.2070171
Analytic Permutation Testing for Functional Data ANOVA
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  Authors: Adam B. Kashlak, Sergii Myroshnychenko, Susanna Spektor
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:47:01Z
  DOI: 10.1080/10618600.2022.2069780
Search Algorithms and Loss Functions for Bayesian Clustering
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  Authors: David B. Dahl, Devin J. Johnson, Peter Müller
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:44:58Z
  DOI: 10.1080/10618600.2022.2069779
Bayesian Distance Weighted Discrimination
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  Authors: Eric F. Lock
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:43:33Z
  DOI: 10.1080/10618600.2022.2069778
Dimension Reduction Forests: Local Variable Importance Using Structured
Random Forests
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  Authors: Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui, Xin Zhang
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:37:21Z
  DOI: 10.1080/10618600.2022.2069777
Efficient Learning of Quadratic Variance Function Directed Acyclic Graphs
via Topological Layers
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  Authors: Wei Zhou, Xin He, Wei Zhong, Junhui Wang
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-26T06:35:12Z
  DOI: 10.1080/10618600.2022.2069776
Double-Matched Matrix Decomposition for Multi-View Data
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  Authors: Dongbang Yuan, Irina Gaynanova
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-24T08:22:49Z
  DOI: 10.1080/10618600.2022.2067860
Survival Regression with Accelerated Failure Time Model in XGBoost
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  Authors: Avinash Barnwal, Hyunsu Cho, Toby Hocking
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-24T08:18:42Z
  DOI: 10.1080/10618600.2022.2067548
A General Method for Deriving Tight Symbolic Bounds on Causal Effects
Open Access Article
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  Authors: Michael C. Sachs, Gustav Jonzon, Arvid Sjölander, Erin E. Gabriel
  Pages: 1 - 10
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-23T05:17:12Z
  DOI: 10.1080/10618600.2022.2071905
Importance Sampling with the Integrated Nested Laplace Approximation
Open Access Article
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  Authors: Martin Outzen Berild, Sara Martino, Virgilio Gómez-Rubio, Håvard Rue
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-19T04:52:39Z
  DOI: 10.1080/10618600.2022.2067551
Multiple Domain and Multiple Kernel Outcome-Weighted Learning for
Estimating Individualized Treatment Regimes
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  Authors: Shanghong Xie, Thaddeus Tarpey, Eva Petkova, R. Todd Ogden
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-19T04:51:31Z
  DOI: 10.1080/10618600.2022.2067552
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects
Estimation
Open Access Article
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  Authors: Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-19T04:51:30Z
  DOI: 10.1080/10618600.2022.2067549
Connecting the Dots: Numerical Randomized Hamiltonian Monte Carlo with
State-Dependent Event Rates
Open Access Article
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  Authors: Tore Selland Kleppe
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-19T03:56:01Z
  DOI: 10.1080/10618600.2022.2066679
Visualization for Interval Data
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  Authors: Muzi Zhang, Dennis K. J. Lin
  Pages: 1 - 16
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-19T03:54:36Z
  DOI: 10.1080/10618600.2022.2066678
Vertex Nomination Between Graphs via Spectral Embedding and Quadratic
Programming
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  Authors: Runbing Zheng, Vince Lyzinski, Carey E. Priebe, Minh Tang
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-13T07:08:13Z
  DOI: 10.1080/10618600.2022.2060238
A Distance-Preserving Matrix Sketch
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  Authors: Leland Wilkinson, Hengrui Luo
  Pages: 1 - 15
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-13T06:56:28Z
  DOI: 10.1080/10618600.2022.2050246
Dermoscopic Image Classification with Neural Style Transfer
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  Authors: Yutong Li, Ruoqing Zhu, Mike Yeh, Annie Qu
  Pages: 1 - 14
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-11T09:53:14Z
  DOI: 10.1080/10618600.2022.2061496
MCMC Algorithms for Posteriors on Matrix Spaces
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  Authors: Alexandros Beskos, Kengo Kamatani
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-05-10T07:50:40Z
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Hierarchical Regularizers for Mixed-Frequency Vector Autoregressions
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Bayesian Semiparametric Covariate Informed Multivariate Density
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GEE-Assisted Forward Regression for Spatial Latent Variable Models
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Graded Matching for Large Observational Studies
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Log-Rank-Type Tests for Equality of Distributions in High-Dimensional
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Parameter Estimation of Binned Hawkes Processes
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Partition-Based Nonstationary Covariance Estimation Using the Stochastic
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The G-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation
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Silhouettes and Quasi Residual Plots for Neural Nets and Tree-based
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Data Integration with Oracle Use of External Information from
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A Scalable Hierarchical Lasso for Gene–Environment Interactions
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Adaptive Design and Analysis Via Partitioning Trees for Emulation of a
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Sequential Learning of Regression Models by Penalized Estimation
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A Generalized Quantile Tree Method for Subgroup Identification
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Globally Centered Autocovariances in MCMC
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Estimation and Model Selection for Nonparametric Function-on-Function
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Two-Dimensional Functional Principal Component Analysis for Image Feature
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Randomized Spectral Clustering in Large-Scale Stochastic Block Models
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Visualizing Class Specific Heterogeneous Tendencies in Categorical Data
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Variable Selection with Multiply-Imputed Datasets: Choosing Between
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Scalable Computation of Predictive Probabilities in Probit Models with
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A User-Friendly Computational Framework for Robust Structured Regression
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Selective Imputation of Covariates in High Dimensional Censored Data
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Hole or Grain' A Section Pursuit Index for Finding Hidden Structure in
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Inference and Computation for Sparsely Sampled Random Surfaces
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The Mellin Transform to Manage Quadratic Forms in Normal Random Variables
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Improved Estimation of High-dimensional Additive Models Using Subspace
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Population Quasi-Monte Carlo
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A Probit Tensor Factorization Model For Relational Learning
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Zig-Zag Sampling for Discrete Structures and Nonreversible Phylogenetic
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Bayesian Computation in Dynamic Latent Factor Models
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Scalable Inference for Hybrid Bayesian Hidden Markov Model Using Gaussian
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Fully Three-Dimensional Radial Visualization
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Online Smoothing for Diffusion Processes Observed with Noise
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Linear Aggregation in Tree-Based Estimators
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Local biplots for multidimensional scaling, with application to the
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Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning
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Nonparametric Subset Scanning for Detection of Heteroscedasticity
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Directional Quantile Classifiers
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Efficient Sampling and Structure Learning of Bayesian Networks
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MCMC Computations for Bayesian Mixture Models Using Repulsive Point
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Smoothing Splines Approximation Using Hilbert Curve Basis Selection
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Graphical Influence Diagnostics for Changepoint Models
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  Authors: Ines Wilms, Rebecca Killick, David S. Matteson
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Generalized Linear Mixed Models With Crossed Effects and Unit-specific
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Linear Time Dynamic Programming for Computing Breakpoints in the
Regularization Path of Models Selected From a Finite Set
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On Moments of Folded and Doubly Truncated Multivariate Extended
Skew-Normal Distributions
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  Authors: Christian E. Galarza Morales, Larissa A. Matos, Dipak K. Dey, Victor H. Lachos
  Pages: 1 - 11
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-07T06:03:26Z
  DOI: 10.1080/10618600.2021.2000869
Mixtures of Matrix-Variate Contaminated Normal Distributions
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  Authors: Salvatore D. Tomarchio, Michael P.B. Gallaugher, Antonio Punzo, Paul D. McNicholas
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-06T08:44:10Z
  DOI: 10.1080/10618600.2021.1999825
Visualizing Variable Importance and Variable Interaction Effects in
Machine Learning Models
Open Access Article
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  Authors: Alan Inglis, Andrew Parnell, Catherine B. Hurley
  Pages: 1 - 13
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-04T08:48:08Z
  DOI: 10.1080/10618600.2021.2007935
Simultaneous Semiparametric Estimation of Clustering and Regression
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  Authors: Matthieu Marbac, Mohammed Sedki, Christophe Biernacki, Vincent Vandewalle
  Pages: 1 - 9
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-04T05:59:28Z
  DOI: 10.1080/10618600.2021.2000872
AdaptSPEC-X: Covariate-Dependent Spectral Modeling of Multiple
Nonstationary Time Series
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  Authors: Michael Bertolacci, Ori Rosen, Edward Cripps, Sally Cripps
  Pages: 1 - 19
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-04T05:59:00Z
  DOI: 10.1080/10618600.2021.2000870
Bayesian Shrinkage for Functional Network Models, With Applications to
Longitudinal Item Response Data
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  Authors: Jaewoo Park, Yeseul Jeon, Minsuk Shin, Minjeong Jeon, Ick Hoon Jin
  Pages: 1 - 18
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-04T05:49:26Z
  DOI: 10.1080/10618600.2021.1999823
Branching Process Models to Identify Risk Factors for Infectious Disease
Transmission
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  Authors: Shannon K. Gallagher, Dean Follmann
  Pages: 1 - 12
  Abstract: .
  
  Citation: Journal of Computational and Graphical Statistics
  PubDate: 2022-01-01T04:53:04Z
  DOI: 10.1080/10618600.2021.2000871