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J. Comput. Graph. Stat.
2021
2022
2023
2021
2023
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Publications
volume 32, number 1, 2023
Xinmin Li
,
Feifei Chen
,
Hua Liang
,
David Ruppert
Model Checking for Logistic Models When the Number of Parameters Tends to Infinity.
J. Comput. Graph. Stat.
32 (1) (2023)
Marianne Menictas
,
Gioia Di Credico
,
Matt P. Wand
Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects.
J. Comput. Graph. Stat.
32 (1) (2023)
Avanti Athreya
,
Zachary Lubberts
,
Carey E. Priebe
,
Youngser Park
,
Minh Tang
,
Vince Lyzinski
,
Michael J. Kane
,
Bryan Lewis
Numerical Tolerance for Spectral Decompositions of Random Matrices and Applications to Network Inference.
J. Comput. Graph. Stat.
32 (1) (2023)
Agnieszka Borowska
,
Ruth King
Semi-Complete Data Augmentation for Efficient State Space Model Fitting.
J. Comput. Graph. Stat.
32 (1) (2023)
Jingfei Zhang
,
Will Wei Sun
,
Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies.
J. Comput. Graph. Stat.
32 (1) (2023)
Jingyi Zhang
,
Cheng Meng
,
Jun Yu
,
Mengrui Zhang
,
Wenxuan Zhong
,
Ping Ma
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation.
J. Comput. Graph. Stat.
32 (1) (2023)
Barinder Thind
,
Kevin Multani
,
Jiguo Cao
Deep Learning With Functional Inputs.
J. Comput. Graph. Stat.
32 (1) (2023)
Jialu Li
,
Guan Yu
,
Qizhai Li
,
Yufeng Liu
Sample-Wise Combined Missing Effect Model with Penalization.
J. Comput. Graph. Stat.
32 (1) (2023)
Dongjin Li
,
Somak Dutta
,
Vivekananda Roy
Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings.
J. Comput. Graph. Stat.
32 (1) (2023)
Sarah E. Heaps
Enforcing Stationarity through the Prior in Vector Autoregressions.
J. Comput. Graph. Stat.
32 (1) (2023)
Correction.
J. Comput. Graph. Stat.
32 (1) (2023)
Chris Sherlock
,
Andrew Golightly
Exact Bayesian Inference for Discretely Observed Markov Jump Processes Using Finite Rate Matrices.
J. Comput. Graph. Stat.
32 (1) (2023)
Fan Yin
,
Guanyu Hu
,
Weining Shen
Analysis of Professional Basketball Field Goal Attempts via a Bayesian Matrix Clustering Approach.
J. Comput. Graph. Stat.
32 (1) (2023)
Florian Hébert
,
David Causeur
,
Mathieu Emily
Adaptive Handling of Dependence in High-Dimensional Regression Modeling.
J. Comput. Graph. Stat.
32 (1) (2023)
David Degras
Scalable Feature Matching Across Large Data Collections.
J. Comput. Graph. Stat.
32 (1) (2023)
Adam B. Kashlak
,
Sergii Myroshnychenko
,
Susanna Spektor
Analytic Permutation Testing for Functional Data ANOVA.
J. Comput. Graph. Stat.
32 (1) (2023)
Francesco Sanna Passino
,
Nicholas A. Heard
Mutually Exciting Point Process Graphs for Modeling Dynamic Networks.
J. Comput. Graph. Stat.
32 (1) (2023)
Jingwei Liang
,
Clarice Poon
Variable Screening for Sparse Online Regression.
J. Comput. Graph. Stat.
32 (1) (2023)
Flávio B. Gonçalves
,
Bárbara C. C. Dias
Exact Bayesian Inference for Level-Set Cox Processes with Piecewise Constant Intensity Function.
J. Comput. Graph. Stat.
32 (1) (2023)
volume 32, number 2, 2023
Kai Kang
,
Xin Yuan Song
Joint Modeling of Longitudinal Imaging and Survival Data.
J. Comput. Graph. Stat.
32 (2) (2023)
Philipp Otto
,
Rick Steinert
Estimation of the Spatial Weighting Matrix for Spatiotemporal Data under the Presence of Structural Breaks.
J. Comput. Graph. Stat.
32 (2) (2023)
Antonio Elías
,
Raúl Jiménez
,
Anna Maria Paganoni
,
Laura M. Sangalli
Integrated Depths for Partially Observed Functional Data.
J. Comput. Graph. Stat.
32 (2) (2023)
Honghe Jin
,
Lynne Billard
Copulas and Histogram-Valued Data.
J. Comput. Graph. Stat.
32 (2) (2023)
Daniel Schalk
,
Bernd Bischl
,
David Rügamer
Accelerated Componentwise Gradient Boosting Using Efficient Data Representation and Momentum-Based Optimization.
J. Comput. Graph. Stat.
32 (2) (2023)
Erjia Cui
,
Ruonan Li
,
Ciprian M. Crainiceanu
,
Luo Xiao
Fast Multilevel Functional Principal Component Analysis.
J. Comput. Graph. Stat.
32 (2) (2023)
Charles A. Pehlivanian
,
Daniel B. Neill
Efficient Optimization of Partition Scan Statistics via the Consecutive Partitions Property.
J. Comput. Graph. Stat.
32 (2) (2023)
Shuning Huo
,
Jeffrey S. Morris
,
Hongxiao Zhu
Ultra-Fast Approximate Inference Using Variational Functional Mixed Models.
J. Comput. Graph. Stat.
32 (2) (2023)
Michael C. Sachs
,
Gustav Jonzon
,
Arvid Sjölander
,
Erin E. Gabriel
A General Method for Deriving Tight Symbolic Bounds on Causal Effects.
J. Comput. Graph. Stat.
32 (2) (2023)
Bart Blackburn
,
Mark S. Handcock
Practical Network Modeling via Tapered Exponential-Family Random Graph Models.
J. Comput. Graph. Stat.
32 (2) (2023)
Amanda F. Mejia
,
David Bolin
,
Yu Ryan Yue
,
Jiongran Wang
,
Brian S. Caffo
,
Mary Beth Nebel
Template Independent Component Analysis with Spatial Priors for Accurate Subject-Level Brain Network Estimation and Inference.
J. Comput. Graph. Stat.
32 (2) (2023)
Yiqun T. Chen
,
Sean Jewell
,
Daniela M. Witten
More Powerful Selective Inference for the Graph Fused Lasso.
J. Comput. Graph. Stat.
32 (2) (2023)
Weng Kee Wong
,
Julie Zhou
Using CVX to Construct Optimal Designs for Biomedical Studies with Multiple Objectives.
J. Comput. Graph. Stat.
32 (2) (2023)
Lucy D'Agostino McGowan
,
Roger D. Peng
,
Stephanie C. Hicks
Design Principles for Data Analysis.
J. Comput. Graph. Stat.
32 (2) (2023)
Luiza S. C. Piancastelli
,
Nial Friel
,
Wagner Barreto-Souza
,
Hernando Ombao
Multivariate Conway-Maxwell-Poisson Distribution: Sarmanov Method and Doubly Intractable Bayesian Inference.
J. Comput. Graph. Stat.
32 (2) (2023)
Jiaqi Gu
,
Guosheng Yin
Triangular Concordance Learning of Networks.
J. Comput. Graph. Stat.
32 (2) (2023)
Etor Arza
,
Josu Ceberio
,
Ekhiñe Irurozki
,
Aritz Pérez
Comparing Two Samples Through Stochastic Dominance: A Graphical Approach.
J. Comput. Graph. Stat.
32 (2) (2023)
Vivekananda Roy
,
Lijin Zhang
Convergence of Position-Dependent MALA with Application to Conditional Simulation in GLMMs.
J. Comput. Graph. Stat.
32 (2) (2023)
Kan Chen
,
Siyu Heng
,
Qi Long
,
Bo Zhang
Testing Biased Randomization Assumptions and Quantifying Imperfect Matching and Residual Confounding in Matched Observational Studies.
J. Comput. Graph. Stat.
32 (2) (2023)
Tullia Padellini
,
Pierpaolo Brutti
Persistence Flamelets: Topological Invariants for Scale Spaces.
J. Comput. Graph. Stat.
32 (2) (2023)
Tianning Dong
,
Peiyi Zhang
,
Faming Liang
A Stochastic Approximation-Langevinized Ensemble Kalman Filter Algorithm for State Space Models with Unknown Parameters.
J. Comput. Graph. Stat.
32 (2) (2023)
Philippe Boileau
,
Nima S. Hejazi
,
Mark J. van der Laan
,
Sandrine Dudoit
Cross-Validated Loss-based Covariance Matrix Estimator Selection in High Dimensions.
J. Comput. Graph. Stat.
32 (2) (2023)
Bin Guo
,
Lynn E. Eberly
,
Pierre-Gilles Henry
,
Christophe Lenglet
,
Eric F. Lock
Multiway Sparse Distance Weighted Discrimination.
J. Comput. Graph. Stat.
32 (2) (2023)
Ruoshui Zhai
,
Roee Gutman
A Bayesian Singular Value Decomposition Procedure for Missing Data Imputation.
J. Comput. Graph. Stat.
32 (2) (2023)
Miguel Biron-Lattes
,
Alexandre Bouchard-Côté
,
Trevor Campbell
Pseudo-Marginal Inference for CTMCs on Infinite Spaces via Monotonic Likelihood Approximations.
J. Comput. Graph. Stat.
32 (2) (2023)
Weichang Yu
,
Sara Wade
,
Howard D. Bondell
,
Lamiae Azizi
Nonstationary Gaussian Process Discriminant Analysis With Variable Selection for High-Dimensional Functional Data.
J. Comput. Graph. Stat.
32 (2) (2023)
Eugen Pircalabelu
,
Gerda Claeskens
Linear Manifold Modeling and Graph Estimation based on Multivariate Functional Data with Different Coarseness Scales.
J. Comput. Graph. Stat.
32 (2) (2023)
Ming-Chung Chang
Predictive Subdata Selection for Computer Models.
J. Comput. Graph. Stat.
32 (2) (2023)
Anastasia Ushakova
,
Simon A. Taylor
,
Rebecca Killick
Micro-Macro Changepoint Inference for Periodic Data Sequences.
J. Comput. Graph. Stat.
32 (2) (2023)
Mohsen Taheri
,
Jörn Schulz
Statistical Analysis of Locally Parameterized Shapes.
J. Comput. Graph. Stat.
32 (2) (2023)
Johannes Resin
A Simple Algorithm for Exact Multinomial Tests.
J. Comput. Graph. Stat.
32 (2) (2023)