Concepedia

Latent Spatial Variable Models

Latent Spatial Variable Models is a statistical modeling framework that belongs to the class of spatial process models, distinguished by its incorporation of unobserved (latent) spatially structured variables to account for underlying spatial dependencies and heterogeneity in observed data.

46

Publications

2.6K

Citations

120

Authors

73

Institutions

Publications per year

2017–2026

10

Parents

Publications

46

Principal Component Analysis on Spatial Data: An Overview

Urška Demšar, Paul Harris, Chris Brunsdon et al. · Annals of the Association of American Geographers · 2012 · 505 citations

, , +16

Using latent variable models to identify large networks of species‐to‐species associations at different spatial scales

Otso Ovaskainen, Nerea Abrego, Panu Halme et al. · Methods in Ecology and Evolution · 2015 · 244 citations · Full text

, , +17

Is Green Space in the Living Environment Associated with People's Feelings of Social Safety?

Jolanda Maas, Peter Spreeuwenberg, Marijke van Winsum-Westra et al. · Environment and Planning A Economy and Space · 2008 · 201 citations · Full text

, , +15

Spatial factor analysis: a new tool for estimating joint species distributions and correlations in species range

James T. Thorson, Mark D. Scheuerell, Andrew O. Shelton et al. · Methods in Ecology and Evolution · 2015 · 177 citations · Full text

, , +17

Semiparametric Latent Variable Regression Models for Spatiotemporal Modelling of Mobile Source Particles in the Greater Boston Area

Alexandros Gryparis, Brent A. Coull, Joel Schwartz et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2007 · 123 citations · Full text

, , +17

1–5 of 46

Authors

120

  1. DB
    Dipankar Bandyopadhyay

    Medical University of South Carolina, United States

    3 publications · 77 citations

    3

    h-index

  2. CK
    Christopher K. Wikle

    University of Missouri, United States

    2 publications · 66 citations

    2

    h-index

  3. SB
    Sudipto Banerjee

    University of Minnesota, United States

    2 publications · 94 citations

    2

    h-index

  4. SS
    Steven Shoptaw

    University of California, Los Angeles, United States

    2 publications · 33 citations

    2

    h-index

  5. DA
    Daniel A. Griffith

    The University of Texas at Dallas, United States

    2 publications · 57 citations

    2

    h-index

1–5 of 120

Institutions

73

  1. Medical University of South Carolina

    Charleston, United States

    4 h-index

    7 publications

    188 citations

  2. University of Minnesota

    Minneapolis, United States

    3 h-index

    6 publications

    363 citations

  3. Norwegian University of Science and Technology

    Trondheim, Norway

    3 h-index

    6 publications

    659 citations

  4. North Carolina State University

    Raleigh, United States

    3 h-index

    4 publications

    129 citations

  5. Imperial College London

    London, United Kingdom

    2 h-index

    2 publications

    81 citations

  6. University of Missouri

    Columbia, United States

    2 h-index

    4 publications

    132 citations

  7. Universidad Tecnológica de Bolívar

    Cartagena, Colombia

    1 h-index

    1 publications

    54 citations

  8. Harvard University Press

    Cambridge, United States

    1 h-index

    4 publications

    492 citations

1–8 of 73

Venues

  1. 3

    h-index

  2. 2

    h-index

  3. 2

    h-index

  4. Experimental and Clinical Psychopharmacology

    2 publications · 33 citations

    2

    h-index

  5. Methods in Ecology and Evolution

    2 publications · 421 citations

    2

    h-index

1–5