Computational Statistics & Data Analysis
Visualization and assessment of model selection uncertainty
Publication date: Available online 27 August 2022Source: Computational Statistics & Data AnalysisAuthor(s): Yichen Qin, Linna Wang, Yang Li, Rong Li
Computational Statistics & Data Analysis
Grouped spatial autoregressive model
Publication date: Available online 29 August 2022Source: Computational Statistics & Data AnalysisAuthor(s): Danyang Huang, Wei Hu, Bingyi Jing, Bo Zhang
Computational Statistics & Data Analysis
Parallel-and-stream accelerator for computationally fast supervised learning
Publication date: January 2023Source: Computational Statistics & Data Analysis, Volume 177Author(s): Emily C. Hector, Lan Luo, Peter X.-K. Song
Computational Statistics & Data Analysis
Robust prediction interval estimation for Gaussian processes by cross-validation method
Publication date: Available online 23 August 2022Source: Computational Statistics & Data AnalysisAuthor(s): Naoufal Acharki, Antoine Bertoncello, Josselin Garnier
Computational Statistics & Data Analysis
Fast Bayesian inference on spectral analysis of multivariate stationary time series
Publication date: February 2023Source: Computational Statistics & Data Analysis, Volume 178Author(s): Zhixiong Hu, Raquel Prado
Computational Statistics & Data Analysis
Bayesian joint modeling for causal mediation analysis with a binary outcome and a binary mediator: Exploring the role of obesity in the association between cranial radiation therapy for childhood acute lymphoblastic leukemia treatment and the long-term risk of insulin resistance
Publication date: January 2023Source: Computational Statistics & Data Analysis, Volume 177Author(s): Miguel Caubet, Mariia Samoilenko, Simon Drouin, Daniel Sinnett, Maja Krajinovic, Caroline Laverdière, Valérie Marcil, Geneviève Lefebvre
Computational Statistics & Data Analysis
Mixture-based estimation of entropy
Publication date: January 2023Source: Computational Statistics & Data Analysis, Volume 177Author(s): Stéphane Robin, Luca Scrucca
Computational Statistics & Data Analysis
Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation
Publication date: December 2022Source: Computational Statistics & Data Analysis, Volume 176Author(s): Etienne Goffinet, Mustapha Lebbah, Hanane Azzag, Giraldi Loïc, Anthony Coutant
Computational Statistics & Data Analysis
Time series graphical lasso and sparse VAR estimation
Publication date: December 2022Source: Computational Statistics & Data Analysis, Volume 176Author(s): Aramayis Dallakyan, Rakheon Kim, Mohsen Pourahmadi
Computational Statistics & Data Analysis
Robust polytomous logistic regression
Publication date: December 2022Source: Computational Statistics & Data Analysis, Volume 176Author(s): Julien Miron, Benjamin Poilane, Eva Cantoni