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J. Comput. Graph. Stat.
2021
2024
2021
2024
Keyphrases
Publications
volume 33, number 1, 2024
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring.
J. Comput. Graph. Stat.
33 (1) (2024)
Youhan Lu
,
Yushen Dong
,
Juan Hu
,
Yichao Wu
A Unified Approach to Variable Selection for Partially Linear Models.
J. Comput. Graph. Stat.
33 (1) (2024)
Alessandro Colombi
,
Raffaele Argiento
,
Lucia Paci
,
Alessia Pini
Learning Block Structured Graphs in Gaussian Graphical Models.
J. Comput. Graph. Stat.
33 (1) (2024)
Yudan Zou
,
Yiqi Lin
,
Xinyuan Song
Bayesian Heterogeneous Hidden Markov Models with an Unknown Number of States.
J. Comput. Graph. Stat.
33 (1) (2024)
Junge Li
,
Qing Mai
Model-Based Tensor Low-Rank Clustering.
J. Comput. Graph. Stat.
33 (1) (2024)
Maryclare Griffin
Improved Pathwise Coordinate Descent for Power Penalties.
J. Comput. Graph. Stat.
33 (1) (2024)
Haixu Wang
,
Jiguo Cao
Functional Nonlinear Learning.
J. Comput. Graph. Stat.
33 (1) (2024)
Yannis G. Yatracos
EDI-Graphic: A Tool To Study Parameter Discrimination and Confirm Identifiability in Black-Box Models, and to Select Data-Generating Machines.
J. Comput. Graph. Stat.
33 (1) (2024)
Hui Shen
,
Shankar Bhamidi
,
Yufeng Liu
Statistical Significance of Clustering with Multidimensional Scaling.
J. Comput. Graph. Stat.
33 (1) (2024)
Chad Klumb
,
Martina Morris
,
Steven M. Goodreau
,
Samuel M. Jenness
Improving and Extending STERGM Approximations Based on Cross-Sectional Data and Tie Durations.
J. Comput. Graph. Stat.
33 (1) (2024)
Guanxun Li
,
Quan Zhou
Bayesian Multi-Task Variable Selection with an Application to Differential DAG Analysis.
J. Comput. Graph. Stat.
33 (1) (2024)
Jianxiao Yang
,
Martijn J. Schuemie
,
Xiang Ji
,
Marc A. Suchard
Massive Parallelization of Massive Sample-Size Survival Analysis.
J. Comput. Graph. Stat.
33 (1) (2024)
Aleksei Sholokhov
,
James V. Burke
,
Damian F. Santomauro
,
Peng Zheng
,
Aleksandr Y. Aravkin
A Relaxation Approach to Feature Selection for Linear Mixed Effects Models.
J. Comput. Graph. Stat.
33 (1) (2024)
Volodymyr Melnykov
,
Yang Wang
,
Yana Melnykov
,
Francesca Torti
,
Domenico Perrotta
,
Marco Riani
On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms.
J. Comput. Graph. Stat.
33 (1) (2024)
Yongyun Shin
,
Stephen Raudenbush
Maximum Likelihood Estimation of Hierarchical Linear Models from Incomplete Data: Random Coefficients, Statistical Interactions, and Measurement Error.
J. Comput. Graph. Stat.
33 (1) (2024)
Marco Riani
,
Anthony C. Atkinson
,
Aldo Corbellini
Robust Transformations for Multiple Regression via Additivity and Variance Stabilization.
J. Comput. Graph. Stat.
33 (1) (2024)
Matthew T. Pratola
,
Edward I. George
,
Robert E. McCulloch
Influential Observations in Bayesian Regression Tree Models.
J. Comput. Graph. Stat.
33 (1) (2024)
Byron C. Jaeger
,
Sawyer Welden
,
Kristin M. Lenoir
,
Jaime Lynn Speiser
,
Matthew W. Segar
,
Ambarish Pandey
,
Nicholas M. Pajewski
Accelerated and Interpretable Oblique Random Survival Forests.
J. Comput. Graph. Stat.
33 (1) (2024)
volume 33, number 2, 2024
Yongshi Deng
,
Thomas Lumley
Multiple Imputation Through XGBoost.
J. Comput. Graph. Stat.
33 (2) (2024)
Mohammad Ghasempour
,
Niloofar Moosavi
,
Xavier de Luna
Convolutional Neural Networks for Valid and Efficient Causal Inference.
J. Comput. Graph. Stat.
33 (2) (2024)
William Consagra
,
Arun Venkataraman
,
Xing Qiu
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems.
J. Comput. Graph. Stat.
33 (2) (2024)
Sarbojit Roy
,
Soham Sarkar
,
Subhajit Dutta
,
Anil Kumar Ghosh
On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification.
J. Comput. Graph. Stat.
33 (2) (2024)
Li-Pang Chen
Variable Selection and Estimation for Misclassified Binary Responses and Multivariate Error-Prone Predictors.
J. Comput. Graph. Stat.
33 (2) (2024)
Martin Storath
,
Andreas Weinmann
Smoothing Splines for Discontinuous Signals.
J. Comput. Graph. Stat.
33 (2) (2024)
Leying Guan
Smooth and Probabilistic PARAFAC Model with Auxiliary Covariates.
J. Comput. Graph. Stat.
33 (2) (2024)
Fan Chen
,
Karl Rohe
A New Basis for Sparse Principal Component Analysis.
J. Comput. Graph. Stat.
33 (2) (2024)
Vít Fojtík
,
Petra Laketa
,
Pavlo Mozharovskyi
,
Stanislav Nagy
On Exact Computation of Tukey Depth Central Regions.
J. Comput. Graph. Stat.
33 (2) (2024)
Priyam Das
,
Deborshee Sen
,
Debsurya De
,
Jue Hou
,
Zahra Shakeri Hossein Abad
,
Nicole Kim
,
Zongqi Xia
,
Tianxi Cai
Clustering Sequence Data with Mixture Markov Chains with Covariates Using Multiple Simplex Constrained Optimization Routine (MSiCOR).
J. Comput. Graph. Stat.
33 (2) (2024)
Nicoletta D'Angelo
,
Giada Adelfio
,
Jorge Mateu
,
Ottmar Cronie
Local Inhomogeneous Weighted Summary Statistics for Marked Point Processes.
J. Comput. Graph. Stat.
33 (2) (2024)
Zhiyong Hu
,
Dipak K. Dey
Generalized Variable Selection Algorithms for Gaussian Process Models by LASSO-Like Penalty.
J. Comput. Graph. Stat.
33 (2) (2024)
Walter Dempsey
Recurrent Event Analysis in the Presence of Real-Time High Frequency Data via Random Subsampling.
J. Comput. Graph. Stat.
33 (2) (2024)
Lanjue Chen
,
Jin Su
,
Alan T. K. Wan
,
Yong Zhou
A Simple Divide-and-Conquer-based Distributed Method for the Accelerated Failure Time Model.
J. Comput. Graph. Stat.
33 (2) (2024)
Christopher J. Geoga
,
Michael L. Stein
A Scalable Method to Exploit Screening in Gaussian Process Models with Noise.
J. Comput. Graph. Stat.
33 (2) (2024)
Meijia Wang
,
Jingyu He
,
P. Richard Hahn
Local Gaussian Process Extrapolation for BART Models with Applications to Causal Inference.
J. Comput. Graph. Stat.
33 (2) (2024)
Yasuyuki Hamura
,
Kaoru Irie
,
Shonosuke Sugasawa
Gibbs Sampler for Matrix Generalized Inverse Gaussian Distributions.
J. Comput. Graph. Stat.
33 (2) (2024)
Ruiyan Luo
,
Xin Qi
General Nonlinear Function-on-Function Regression via Functional Universal Approximation.
J. Comput. Graph. Stat.
33 (2) (2024)
Santeri Karppinen
,
Sumeetpal S. Singh
,
Matti Vihola
Conditional Particle Filters with Bridge Backward Sampling.
J. Comput. Graph. Stat.
33 (2) (2024)
Lih-Yuan Deng
,
Ching-Chi Yang
,
Dale Bowman
,
Dennis K. J. Lin
,
Henry Horng-Shing Lu
Big Data Model Building Using Dimension Reduction and Sample Selection.
J. Comput. Graph. Stat.
33 (2) (2024)
Medha Agarwal
,
Jason Xu
Quasi-Newton Acceleration of EM and MM Algorithms via Broyden's Method.
J. Comput. Graph. Stat.
33 (2) (2024)
Xufei Wang
,
Bo Jiang
,
Jun S. Liu
Varying Coefficient Model via Adaptive Spline Fitting.
J. Comput. Graph. Stat.
33 (2) (2024)
David K. Lim
,
Naim U. Rashid
,
Junier B. Oliva
,
Joseph G. Ibrahim
Deeply Learned Generalized Linear Models with Missing Data.
J. Comput. Graph. Stat.
33 (2) (2024)
Yuzhao Zhang
,
Jingnan Zhang
,
Yifan Sun
,
Junhui Wang
Change Point Detection in Dynamic Networks via Regularized Tensor Decomposition.
J. Comput. Graph. Stat.
33 (2) (2024)
Rebeka Man
,
Xiaoou Pan
,
Kean Ming Tan
,
Wen-Xin Zhou
A Unified Algorithm for Penalized Convolution Smoothed Quantile Regression.
J. Comput. Graph. Stat.
33 (2) (2024)
Xi Yang
,
Jan Hannig
,
Katherine A. Hoadley
,
Iain Carmichael
,
J. S. Marron
Measure of Strength of Evidence for Visually Observed Differences between Subpopulations.
J. Comput. Graph. Stat.
33 (2) (2024)
Lukasz Kidzinski
,
Trevor Hastie
Modeling Longitudinal Data Using Matrix Completion.
J. Comput. Graph. Stat.
33 (2) (2024)
Maoyu Zhang
,
Jingfei Zhang
,
Wenlin Dai
Fast Community Detection in Dynamic and Heterogeneous Networks.
J. Comput. Graph. Stat.
33 (2) (2024)
Wenjia Wang
,
Yusi Fang
,
Chung Chang
,
George C. Tseng
-Value Calculation for Higher Criticism Tests.
J. Comput. Graph. Stat.
33 (2) (2024)
Jie Hu
,
Xiao Chen
,
Yu Chen
,
Weiping Zhang
Joint Network Reconstruction and Community Detection from Rich but Noisy Data.
J. Comput. Graph. Stat.
33 (2) (2024)
Tom Stindl
,
Feng Chen
EM Algorithm for the Estimation of the RETAS Model.
J. Comput. Graph. Stat.
33 (2) (2024)
David Gunawan
,
Robert Kohn
,
David J. Nott
Flexible Variational Bayes Based on a Copula of a Mixture.
J. Comput. Graph. Stat.
33 (2) (2024)