Journal of Computational and Graphical Statistics
Latest Publications

TOTAL DOCUMENTS

2078

(FIVE YEARS 293)

H-INDEX

82

(FIVE YEARS 6)

Published By Informa Uk (American Statistical Association)

1537-2715, 1061-8600

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Non-Parametric Subset Scanning for Detection of Heteroscedasticity

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2022.2026779 ◽

2022 ◽

pp. 1-26

Author(s):

Charles R. Doss ◽

Edward McFowland

Keyword(s):

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Linear Aggregation in Tree-based Estimators

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2022.2026780 ◽

2022 ◽

pp. 1-48

Author(s):

Sören R. Künzel ◽

Theo F. Saarinen ◽

Edward W. Liu ◽

Jasjeet S. Sekhon

Keyword(s):

Linear Aggregation

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Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2020128 ◽

2022 ◽

pp. 1-30

Author(s):

Tianyu Zhan ◽

Jian Kang

Keyword(s):

Machine Learning ◽

Hypothesis Testing ◽

Composite Hypothesis ◽

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Scalable Inference for Hybrid Bayesian Hidden Markov Model Using Gaussian Process Emission

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2023021 ◽

2022 ◽

pp. 1-36

Author(s):

Yohan Jung ◽

Jinkyoo Park

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Gaussian Process ◽

Hidden Markov ◽

Scalable Inference

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Directional quantile classifiers

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2021209 ◽

2022 ◽

pp. 1-28

Author(s):

Alessio Farcomeni ◽

Marco Geraci ◽

Cinzia Viroli

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Fully Three-dimensional Radial Visualization

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2020129 ◽

2022 ◽

pp. 1-20

Author(s):

Yifan Zhu ◽

Fan Dai ◽

Ranjan Maitra

Keyword(s):

Three Dimensional ◽

Radial Visualization

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Bayesian Computation in Dynamic Latent Factor Models

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2021208 ◽

2021 ◽

pp. 1-35

Author(s):

Isaac Lavine ◽

Andrew Cron ◽

Mike West

Keyword(s):

Factor Models ◽

Bayesian Computation ◽

Latent Factor ◽

Latent Factor Models

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Efficient Sampling and Structure Learning of Bayesian Networks

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2020127 ◽

2021 ◽

pp. 1-32

Author(s):

Jack Kuipers ◽

Polina Suter ◽

Giusi Moffa

Keyword(s):

Bayesian Networks ◽

Structure Learning ◽

Efficient Sampling

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Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2007935 ◽

2021 ◽

pp. 1-26

Author(s):

Alan Inglis ◽

Andrew Parnell ◽

Catherine B. Hurley

Keyword(s):

Machine Learning ◽

Interaction Effects ◽

Variable Importance ◽

Learning Models ◽

Machine Learning Models ◽

Variable Interaction

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A Probit Tensor Factorization Model For Relational Learning

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.2003204 ◽

2021 ◽

pp. 1-30

Author(s):

Ye Liu ◽

Rui Song ◽

Wenbin Lu ◽

Yanghua Xiao

Keyword(s):

Relational Learning ◽

Tensor Factorization ◽

Factorization Model

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