Concepedia

Spatio-temporal Regression Models

Spatio-Temporal Regression Models is a statistical modeling framework that extends traditional regression analysis by incorporating both spatial dependencies and temporal dynamics to predict continuous outcomes that vary across space and time.

152

Publications

11.7K

Citations

610

Authors

362

Institutions

Publications per year

2017–2026

76

Parents

Publications

152

Applied Spatial Econometrics: Raising the Bar

J. Paul Elhorst · Spatial Economic Analysis · 2010 · 1.7K citations · Full text

, , +13

Geographically and temporally weighted regression for modeling spatio-temporal variation in house prices

Bo Huang, Bo Wu, Michael Barry · International Journal of Geographical Information Systems · 2010 · 1.4K citations

, , +16

Spatial Modeling With Spatially Varying Coefficient Processes

Alan E. Gelfand, Hyon‐Jung Kim, C. F. Sirmans et al. · Journal of the American Statistical Association · 2003 · 626 citations · Full text

, , +16

Geographical and Temporal Weighted Regression (GTWR)

A. Stewart Fotheringham, Ricardo Crespo, Jing Yao · Geographical Analysis · 2015 · 590 citations

, , +15

PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE

Ludwig Fahrmeir, Thomas Kneib, Stefan Lang · 2004 · 336 citations · Full text

, , +16

1–5 of 152

Authors

610

  1. AA
    Adam A. Szpiro

    University of Washington, United States

    5 publications · 496 citations

    5

    h-index

  2. LS
    Lianne Sheppard

    University of Washington, United States

    5 publications · 500 citations

    5

    h-index

  3. PD
    Paul D. Sampson

    University of Washington, United States

    5 publications · 496 citations

    5

    h-index

  4. AE
    Alan E. Gelfand

    Duke University, United States

    4 publications · 926 citations

    4

    h-index

  5. JS
    Joel Schwartz

    Harvard University, United States

    4 publications · 317 citations

    4

    h-index

1–5 of 610

Institutions

362

  1. University of Washington

    Seattle, United States

    10 h-index

    37 publications

    4.1K citations

  2. Harvard University

    Cambridge, United States

    6 h-index

    16 publications

    1.6K citations

  3. North Carolina State University

    Raleigh, United States

    5 h-index

    6 publications

    244 citations

  4. Imperial College London

    London, United Kingdom

    4 h-index

    9 publications

    384 citations

  5. University of Connecticut

    Storrs, United States

    4 h-index

    4 publications

    943 citations

  6. Clemson University

    Clemson, United States

    4 h-index

    10 publications

    438 citations

  7. Cancer Research And Biostatistics

    Seattle, United States

    4 h-index

    9 publications

    1.4K citations

  8. University of Georgia

    Athens, United States

    4 h-index

    8 publications

    334 citations

1–8 of 362

Venues

  1. 7

    h-index

  2. Environmental and Ecological Statistics

    5 publications · 171 citations

    5

    h-index

  3. Spatial Statistics

    4 publications · 64 citations

    4

    h-index

  4. 4

    h-index

  5. Environmetrics

    4 publications · 272 citations

    4

    h-index

1–5