Concepedia

Gaussian Sequence Models

Gaussian Sequence Models is a statistical framework within empirical Bayes methodology that characterizes observations as noisy realizations of an unknown sequence of parameters, distinguished by the assumption that both the noise and the prior distribution of parameters follow Gaussian distributions.

30

Publications

1.9K

Citations

52

Authors

34

Institutions

Publications per year

2017–2026

8

Variants

Gaussian Sequence Model

Parents

Publications

30

Adaptive estimation of a quadratic functional by model selection

Béatrice Laurent, Pascal Massart · The Annals of Statistics · 2000 · 1.1K citations · Full text

, , +12

Minimax estimation of linear and quadratic functionals on sparsity\n classes

Olivier Collier, Laëtitia Comminges, Alexandre B. Tsybakov · arXiv (Cornell University) · 2015 · 66 citations · Full text

, , +12

Bernstein–von Mises theorems for Gaussian regression with increasing number of regressors

Dominique Bontemps · The Annals of Statistics · 2011 · 65 citations · Full text

, , +16

A Law of Large Numbers for the Maximum in a Stationary Gaussian Sequence

Simeon M. Berman · The Annals of Mathematical Statistics · 1962 · 57 citations · Full text

, , +12

Adaptive Global Testing for Functional Linear Models

Jing Lei · Journal of the American Statistical Association · 2013 · 51 citations

, , +13

1–5 of 30

Authors

52

  1. RR
    Reza Rezaie

    University of New Orleans, United States

    2 publications · 29 citations

    2

    h-index

  2. ZP
    Zuoxiang Peng

    Southwest University, China

    2 publications · 25 citations

    2

    h-index

  3. IM
    Iain M. Johnstone

    Stanford University, United States

    2 publications · 66 citations

    2

    h-index

  4. YQ
    Yongcheng Qi

    University of Minnesota, Duluth, United States

    2 publications · 41 citations

    2

    h-index

  5. XR
    X. Rong Li

    University of New Orleans, United States

    2 publications · 29 citations

    2

    h-index

1–5 of 52

Institutions

34

  1. Southwest University

    Chongqing, China

    3 h-index

    4 publications

    67 citations

  2. University of New Orleans

    New Orleans, United States

    2 h-index

    4 publications

    58 citations

  3. Université Paris-Sud

    Orsay, France

    2 h-index

    3 publications

    2.2K citations

  4. University of Minnesota, Duluth

    Duluth, United States

    2 h-index

    4 publications

    93 citations

  5. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    66 citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    3 publications

    87 citations

  7. Sorbonne Université

    Paris, France

    2 h-index

    2 publications

    64 citations

  8. Centre de Recherche en Mathématiques de la Décision

    Paris, France

    1 h-index

    1 publications

    66 citations

1–8 of 34

Venues

  1. The Annals of Statistics

    8 publications · 1.3K citations

    8

    h-index

  2. Theory of Probability and Its Applications

    2 publications · 49 citations

    2

    h-index

  3. Lithuanian Mathematical Journal

    2 publications · 29 citations

    2

    h-index

  4. Journal of Multivariate Analysis

    2 publications · 36 citations

    2

    h-index

  5. Metrika

    1 publications · 15 citations

    1

    h-index

1–5