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

Functional Data Analysis of Tree Data Objects

JOURNAL ARTICLE published 3 April 2014 in Journal of Computational and Graphical Statistics

Authors: Dan Shen | Haipeng Shen | Shankar Bhamidi | Yolanda Muñoz Maldonado | Yongdai Kim | J. S. Marron

Multiscale Exploratory Analysis of Regression Quantiles Using Quantile SiZer

JOURNAL ARTICLE published January 2010 in Journal of Computational and Graphical Statistics

Authors: Cheolwoo Park | Thomas C. M. Lee | Jan Hannig

Detecting Features in Spatial Point Processes with Clutter via Local Indicators of Spatial Association

JOURNAL ARTICLE published December 2007 in Journal of Computational and Graphical Statistics

Authors: J Mateu | G Lorenzo | E Porcu

Fast and Exact Simulation of Complex-Valued Stationary Gaussian Processes Through Embedding Circulant Matrix

JOURNAL ARTICLE published 3 April 2018 in Journal of Computational and Graphical Statistics

Research funded by Air Force Office of Scientific Research (FA9550-16-1-0099)

Authors: Jean-Francois Coeurjolly | Emilio Porcu

Variable Selection and Estimation for Misclassified Binary Responses and Multivariate Error-Prone Predictors

JOURNAL ARTICLE published 10 July 2023 in Journal of Computational and Graphical Statistics

Research funded by National Science and Technology Council (110-2118-M-004-006-MY2)

Authors: Li-Pang Chen

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

Properties of Test Statistics for Nonparametric Cointegrating Regression Functions Based on Subsamples

JOURNAL ARTICLE published 26 January 2024 in Journal of Computational and Graphical Statistics

Authors: Sepideh Mosaferi | Mark S. Kaiser | Daniel J. Nordman

Double Probability Integral Transform Residuals for Regression Models with Discrete Outcomes

JOURNAL ARTICLE published 14 February 2024 in Journal of Computational and Graphical Statistics

Research funded by National Science Foundation (DMS-2210712)

Authors: Lu Yang

A Bayesian Collocation Integral Method for Parameter Estimation in Ordinary Differential Equations

JOURNAL ARTICLE published 9 February 2024 in Journal of Computational and Graphical Statistics

Research funded by Discovery (RGPIN-2020-04602) | Discovery (RGPIN-2019-04771)

Authors: Mingwei Xu | Samuel W. K. Wong | Peijun Sang

Adaptive Wavelet Domain Principal Component Analysis for Nonstationary Time Series

JOURNAL ARTICLE published 29 January 2024 in Journal of Computational and Graphical Statistics

Research funded by EPSRC (EP/X002195/1)

Authors: Marina I. Knight | Matthew A. Nunes | Jessica K. Hargreaves

Fast, Scalable Approximations to Posterior Distributions in Extended Latent Gaussian Models

JOURNAL ARTICLE published 2 January 2023 in Journal of Computational and Graphical Statistics

Authors: Alex Stringer | Patrick Brown | Jamie Stafford

Big Data Model Building Using Dimension Reduction and Sample Selection

JOURNAL ARTICLE published 15 November 2023 in Journal of Computational and Graphical Statistics

Research funded by National Science Foundation (#1934745) | National Science Foundation (DMS-18102925) | National Science and Technology Council (110-2118-M-A49-002-MY3,111-2634-F-A49-014)

Authors: Lih-Yuan Deng | Ching-Chi Yang | Dale Bowman | Dennis K. J. Lin | Henry Horng-Shing Lu

Variable Selection in Linear Regression With Many Predictors

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

Authors: Airong Cai | Ruey S. Tsay | Rong Chen

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

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

A Function Emulation Approach for Doubly Intractable Distributions

JOURNAL ARTICLE published 2 January 2020 in Journal of Computational and Graphical Statistics

Authors: Jaewoo Park | Murali Haran

Semi- and Nonparametric Modeling of Ordinal Data

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

Authors: Göran Kauermann | Gerhard Tutz

A Combinatorial Approach to Piecewise Linear Time Series Analysis

JOURNAL ARTICLE published March 2002 in Journal of Computational and Graphical Statistics

Authors: Marcelo C Medeiros | Alvaro Veiga | Mauricio G. C Resende