Concepedia

Random Field Estimation

Random Field Estimation is a statistical inference method that characterizes the spatial distribution of a stochastic process by predicting the values of a random field at unobserved locations based on observed data and an assumed covariance structure.

187

Publications

8.3K

Citations

345

Authors

229

Institutions

Publications per year

2017–2026

31

Parents

Publications

187

Nonstationary cluster-size inference with random field and permutation methods

Satoru Hayasaka, K. Luan Phan, Israel Liberzon et al. · NeuroImage · 2004 · 671 citations

, , +13

Random Fields: Analysis and Synthesis.

J. K. Ord, Erik H. Vanmarcke · Journal of the American Statistical Association · 1985 · 257 citations

, , +11

A comparison of random field theory and permutation methods for the statistical analysis of MEG data

Dimitrios Pantazis, Thomas E. Nichols, Sylvain Baillet et al. · NeuroImage · 2005 · 220 citations

, , +17

A Random Field Approach to the Analysis of Field-Plot Experiments and Other Spatial Experiments

Dale L. Zimmerman, David A. Harville · Biometrics · 1991 · 188 citations

, , +16

Testing for a Signal with Unknown Location and Scale in a Stationary Gaussian Random Field

David Siegmund, Keith J. Worsley · The Annals of Statistics · 1995 · 188 citations · Full text

, , +16

1–5 of 187

Authors

345

  1. ML
    Michael L. Stein

    University of Chicago, United States

    4 publications · 264 citations

    4

    h-index

  2. YW
    Yu Wang

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 333 citations

    4

    h-index

  3. LT
    Lanh Tat Tran

    Indiana University Bloomington, United States

    4 publications · 367 citations

    4

    h-index

  4. PH
    Philip H. S. Torr

    Oxford Brookes University, United Kingdom

    4 publications · 162 citations

    4

    h-index

  5. JM
    Joseph M. Francos

    Ben-Gurion University of the Negev, Israel

    4 publications · 76 citations

    4

    h-index

1–5 of 345

Institutions

229

  1. Centre National de la Recherche Scientifique

    Paris, France

    10 h-index

    17 publications

    668 citations

  2. University of California, Davis

    Davis, United States

    6 h-index

    9 publications

    218 citations

  3. University of Michigan

    Ann Arbor, United States

    5 h-index

    11 publications

    2.5K citations

  4. National University of Singapore

    Singapore, Singapore

    5 h-index

    8 publications

    419 citations

  5. Technion – Israel Institute of Technology

    Haifa, Israel

    4 h-index

    4 publications

    114 citations

  6. University of California San Diego

    San Diego, United States

    4 h-index

    4 publications

    68 citations

  7. City University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    5 publications

    454 citations

  8. Johns Hopkins University

    Baltimore, United States

    4 h-index

    6 publications

    299 citations

1–8 of 229

Venues

  1. The Annals of Statistics

    10 publications · 651 citations

    10

    h-index

  2. IEEE Transactions on Signal Processing

    10 publications · 382 citations

    10

    h-index

  3. IEEE Transactions on Information Theory

    7 publications · 200 citations

    7

    h-index

  4. Journal of Multivariate Analysis

    6 publications · 332 citations

    6

    h-index

  5. 6

    h-index

1–5