Concepedia

High-dimensional Mixture Analysis

High-Dimensional Mixture Analysis is a statistical modeling framework that characterizes complex dose-response relationships in mixtures with a large number of components by simultaneously accounting for high-dimensional interactions, correlations, and sparsity patterns among exposures.

18

Publications

1.2K

Citations

51

Authors

54

Institutions

Publications per year

2017–2026

7

Parents

Publications

18

Modelling high-dimensional data by mixtures of factor analyzers

Geoffrey J. McLachlan, David Peel, Richard Bean · Computational Statistics & Data Analysis · 2003 · 277 citations

, , +11

Understanding GPU Programming for Statistical Computation: Studies in Massively Parallel Massive Mixtures

Marc A. Suchard, Quanli Wang, Cliburn Chan et al. · Journal of Computational and Graphical Statistics · 2010 · 190 citations · Full text

, , +17

The topography of multivariate normal mixtures

Surajit Ray, Bruce G. Lindsay · The Annals of Statistics · 2005 · 179 citations · Full text

, , +14

A Three-Dimensional DOSY–HMQC Experiment for the High-Resolution Analysis of Complex Mixtures

Hervé Barjat, Gareth A. Morris, Alistair G. Swanson · Journal of Magnetic Resonance · 1998 · 125 citations

, , +5

A random subset implementation of weighted quantile sum (WQS<sub>RS</sub>) regression for analysis of high-dimensional mixtures

Paul Curtin, Joshua J. Kellogg, Nadja B. Cech et al. · Communications in Statistics - Simulation and Computation · 2019 · 67 citations

, , +10

1–5 of 18

Authors

51

  1. FD
    Francesco Dondi

    University of Ferrara, Italy

    1 publications · 35 citations

    1

    h-index

  2. AG
    Alistair G. Swanson

    Pfizer (United Kingdom), United Kingdom

    1 publications · 125 citations

    1

    h-index

  3. MA
    Makoto Aoshima

    University of Tsukuba, Japan

    1 publications · 12 citations

    1

    h-index

  4. BG
    Bruce G. Lindsay

    Pennsylvania State University, United States

    1 publications · 179 citations

    1

    h-index

  5. WL
    Weiming Li

    Beijing University of Posts and Telecommunications, China

    1 publications · 28 citations

    1

    h-index

1–5 of 51

Institutions

54

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    9 publications

    231 citations

  2. Université Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    3 publications

    56 citations

  3. Duke University

    Durham, United States

    2 h-index

    6 publications

    961 citations

  4. Université Paris Cité

    Paris, France

    2 h-index

    5 publications

    178 citations

  5. Sorbonne Université

    Paris, France

    2 h-index

    2 publications

    35 citations

  6. Laboratoire de Probabilités et Modèles Aléatoires

    Paris, France

    1 h-index

    1 publications

    14 citations

  7. École Polytechnique

    Palaiseau, France

    1 h-index

    1 publications

    14 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    1 publications

    190 citations

1–8 of 54

Venues

  1. Computational Statistics & Data Analysis

    CSDA · 2 publications · 291 citations

    2

    h-index

  2. HAL (Le Centre pour la Communication Scientifique Directe)

    Repository · 1 publications · 27 citations

    1

    h-index

  3. SIAM Journal on Imaging Sciences

    SIIMS · 1 publications · 50 citations

    1

    h-index

  4. Statistical Methods in Medical Research

    1 publications · 14 citations

    1

    h-index

  5. The Annals of Statistics

    1 publications · 179 citations

    1

    h-index

1–5