Cataloging and Mining Massive Datasets for Science Data Analysis

JOURNAL ARTICLE published September 1999 in Journal of Computational and Graphical Statistics

Authors: Usama M. Fayyad | Padhraic Smyth

Statistically Valid Variational Bayes Algorithm for Ising Model Parameter Estimation

JOURNAL ARTICLE published 2 January 2024 in Journal of Computational and Graphical Statistics

Research funded by National Science Foundation (NSF DMS-1952856,1924724)

Authors: Minwoo Kim | Shrijita Bhattacharya | Tapabrata Maiti

Exactly Uncorrelated Sparse Principal Component Analysis

JOURNAL ARTICLE published 2 January 2024 in Journal of Computational and Graphical Statistics

Research funded by NSF: National Science Foundation (IIS-2211491) | NSF: National Science Foundation (DMS-1915842,2015120)

Authors: Oh-Ran Kwon | Zhaosong Lu | Hui Zou

Functional Nonlinear Learning

JOURNAL ARTICLE published 2 January 2024 in Journal of Computational and Graphical Statistics

Research funded by Discovery grant (RGPIN-2023-04057)

Authors: Haixu Wang | Jiguo Cao

Change-Point Detection for Graphical Models in the Presence of Missing Values

JOURNAL ARTICLE published 3 July 2021 in Journal of Computational and Graphical Statistics

Authors: Malte Londschien | Solt Kovács | Peter Bühlmann

An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests

JOURNAL ARTICLE published 2 October 2018 in Journal of Computational and Graphical Statistics

Research funded by National Institutes of Health (K01DK106116)

Authors: Kevin Doubleday | Hua Zhou | Haoda Fu | Jin Zhou

Generative Multi-Purpose Sampler for Weighted M-estimation

JOURNAL ARTICLE published 17 January 2024 in Journal of Computational and Graphical Statistics

Research funded by National Science Foundation (DMS-2015411)

Authors: Minsuk Shin | Shijie Wang | Jun S. Liu

QGPCP: Quantized Generalized Parallel Coordinate Plots for Large Multivariate Data Visualization

JOURNAL ARTICLE published January 2009 in Journal of Computational and Graphical Statistics

Authors: Rida E. A. Moustafa

A Stream Processor for Extracting Usage Intelligence From High-Momentum Internet Data

JOURNAL ARTICLE published December 2003 in Journal of Computational and Graphical Statistics

Authors: Lee Rhodes

JCGS@20, Visuals@40, Interface@45 & !!Challenges!!

JOURNAL ARTICLE published January 2011 in Journal of Computational and Graphical Statistics

Authors: Arnold Goodman

Statistical Inference on Random Graphs: Comparative Power Analyses via Monte Carlo

JOURNAL ARTICLE published January 2011 in Journal of Computational and Graphical Statistics

Authors: Henry Pao | Glen A. Coppersmith | Carey E. Priebe

Performance of the Gibbs, Hit-and-Run, and Metropolis Samplers

JOURNAL ARTICLE published September 1993 in Journal of Computational and Graphical Statistics

Authors: Ming-Hui Chen | Bruce Schmeiser

Robust Multivariate Lasso Regression with Covariance Estimation

JOURNAL ARTICLE published 3 July 2023 in Journal of Computational and Graphical Statistics

Authors: Le Chang | A. H. Welsh

Graphical Diagnostics for Markov Models for Categorical Data

JOURNAL ARTICLE published January 2011 in Journal of Computational and Graphical Statistics

Authors: Scott D. Foster | Mark V. Bravington

The Fast RODEO for Local Polynomial Regression

JOURNAL ARTICLE published 2 October 2015 in Journal of Computational and Graphical Statistics

Authors: Daniel V. Samarov

A Multivariate Normal Plot to Detect Nonnormality

JOURNAL ARTICLE published January 2009 in Journal of Computational and Graphical Statistics

Authors: Jiajuan Liang | Kai Wang Ng

Visualization of Multivariate Density Estimates With Level Set Trees

JOURNAL ARTICLE published September 2004 in Journal of Computational and Graphical Statistics

Authors: Jussi Klemelä

Pixel-Oriented Visualization Techniques for Exploring Very Large Data Bases

JOURNAL ARTICLE published March 1996 in Journal of Computational and Graphical Statistics

Authors: Daniel A. Keim

Semi- and Nonparametric Modeling of Ordinal Data

JOURNAL ARTICLE published March 2003 in Journal of Computational and Graphical Statistics

Authors: Göran Kauermann | Gerhard Tutz

Scalable Hyperparameter Selection for Latent Dirichlet Allocation

JOURNAL ARTICLE published 1 October 2020 in Journal of Computational and Graphical Statistics

Authors: Wei Xia | Hani Doss