Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America

Keyphrases

Publications

volume 32, number 3, 2023

Louis Raynal, Till Hoffmann, Jukka-Pekka Onnela
Cost-based feature selection for network model choice. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2023)
Qiang Heng, Hua Zhou, Eric C Chi
Bayesian Trend Filtering via Proximal Markov Chain Monte Carlo. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2023)
Junyi Zhou, Ying Zhang, Wanzhu Tu
clusterMLD: An Efficient Hierarchical Clustering Method for Multivariate Longitudinal Data. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2023)
Zhang Xiao, Shi Xingjie, Liu Yiming, Liu Xu, Shuangge Ma
A General Framework for Identifying Hierarchical Interactions and Its Application to Genomics Data. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2023)

volume 32, number 1, 2022

Jingfei Zhang, Will Wei Sun, Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Marianne Menictas, Gioia Di Credico, Matt P Wand
Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Jingfei Zhang, Will Wei Sun, Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Jingfei Zhang, Will Wei Sun, Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Jialu Li, Guan Yu, Qizhai Li, Yufeng Liu
Sample-wise Combined Missing Effect Model with Penalization. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Jingfei Zhang, Will Wei Sun, Lexin Li
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)
Marianne Menictas, Gioia Di Credico, Matt P Wand
Streamlined Variational Inference for Linear Mixed Models with Crossed Random Effects. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (1) (2022)

volume 32, number 2, 2022

Philippe Boileau, Nima S Hejazi, Mark J van der Laan, Sandrine Dudoit
Cross-Validated Loss-Based Covariance Matrix Estimator Selection in High Dimensions. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Bart Blackburn, Mark S Handcock
Practical Network Modeling via Tapered Exponential-family Random Graph Models. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Erjia Cui, Ruonan Li, Ciprian M Crainiceanu, Luo Xiao
Fast Multilevel Functional Principal Component Analysis. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Shuning Huo, Jeffrey S Morris, Hongxiao Zhu
Ultra-Fast Approximate Inference Using Variational Functional Mixed Models. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
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. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Kan Chen, Siyu Heng, Qi Long, Bo Zhang
Testing Biased Randomization Assumptions and Quantifying Imperfect Matching and Residual Confounding in Matched Observational Studies. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
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. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
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. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Bin Guo, Lynn E Eberly, Pierre-Gilles Henry, Christophe Lenglet, Eric F Lock
Multiway sparse distance weighted discrimination. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Bin Guo, Lynn E Eberly, Pierre-Gilles Henry, Christophe Lenglet, Eric F Lock
Multiway sparse distance weighted discrimination. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)
Bin Guo, Lynn E Eberly, Pierre-Gilles Henry, Christophe Lenglet, Eric F Lock
Multiway sparse distance weighted discrimination. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (2) (2022)

volume 32, number 3, 2022

Lili Wu, Shu Yang
Transfer learning of individualized treatment rules from experimental to real-world data. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)
Xiran Liu, Naama M Kopelman, Noah A Rosenberg
A Dirichlet model of alignment cost in mixed-membership unsupervised clustering. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)
Mirrelijn M van Nee, Tim van de Brug, Mark A van de Wiel
Fast Marginal Likelihood Estimation of Penalties for Group-Adaptive Elastic Net. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)
Bradley S Price, John P Saldanha, Dariane Drake, Katherine Kopp
Lessons from West Virginia's Pandemic Response. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)
Canhong Wen, Qin Wang, Yuan Jiang
Stability Approach to Regularization Selection for Reduced-Rank Regression. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)
Alfonso Landeros, Kenneth Lange
Algorithms for Sparse Support Vector Machines. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 32 (3) (2022)

volume 31, number 3, 2022

volume 31, number 4, 2022

Natalia Zemlianskaia, W James Gauderman, Juan Pablo Lewinger
A scalable hierarchical lasso for gene-environment interactions. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Natalia Zemlianskaia, W James Gauderman, Juan Pablo Lewinger
A scalable hierarchical lasso for gene-environment interactions. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Natalia Zemlianskaia, W James Gauderman, Juan Pablo Lewinger
A scalable hierarchical lasso for gene-environment interactions. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jiacong Du, Jonathan Boss, Peisong Han, Lauren J Beesley, Michael Kleinsasser, Stephen A Goutman, Stuart Batterman, Eva L Feldman, Bhramar Mukherjee
Variable selection with multiply-imputed datasets: choosing between stacked and grouped methods. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jocelyn T Chi, Eric C Chi
A User-Friendly Computational Framework for Robust Structured Regression with the L 2 Criterion. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Shanghong Xie, Thaddeus Tarpey, Eva Petkova, R Todd Ogden
Multiple domain and multiple kernel outcome-weighted learning for estimating individualized treatment regimes. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jiacong Du, Jonathan Boss, Peisong Han, Lauren J Beesley, Michael Kleinsasser, Stephen A Goutman, Stuart Batterman, Eva L Feldman, Bhramar Mukherjee
Variable selection with multiply-imputed datasets: choosing between stacked and grouped methods. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Natalia Zemlianskaia, W James Gauderman, Juan Pablo Lewinger
A scalable hierarchical lasso for gene-environment interactions. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Shanghong Xie, Thaddeus Tarpey, Eva Petkova, R Todd Ogden
Multiple domain and multiple kernel outcome-weighted learning for estimating individualized treatment regimes. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jiacong Du, Jonathan Boss, Peisong Han, Lauren J Beesley, Michael Kleinsasser, Stephen A Goutman, Stuart Batterman, Eva L Feldman, Bhramar Mukherjee
Variable selection with multiply-imputed datasets: choosing between stacked and grouped methods. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jocelyn T Chi, Eric C Chi
A User-Friendly Computational Framework for Robust Structured Regression with the L 2 Criterion. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Eric F Lock
Bayesian Distance Weighted Discrimination. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jocelyn T Chi, Eric C Chi
A User-Friendly Computational Framework for Robust Structured Regression with the L 2 Criterion. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Jocelyn T Chi, Eric C Chi
A User-Friendly Computational Framework for Robust Structured Regression with the L 2 Criterion. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)
Shanghong Xie, Thaddeus Tarpey, Eva Petkova, R Todd Ogden
Multiple domain and multiple kernel outcome-weighted learning for estimating individualized treatment regimes. Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America 31 (4) (2022)