Concepedia

Blocked Sampling

Blocked Sampling is a Markov Chain Monte Carlo sampling strategy in which multiple variables are grouped into blocks and jointly updated within each iteration, rather than being sampled individually, to improve convergence and mixing properties.

28

Publications

3K

Citations

65

Authors

53

Institutions

Publications per year

2017–2026

8

Parents

Publications

28

Gibbs Sampling Methods for Stick-Breaking Priors

Hemant Ishwaran, Lancelot F. James · Journal of the American Statistical Association · 2001 · 1.6K citations

, , +16

Paved with good intentions: Analysis of a randomized block Kaczmarz method

Deanna Needell, Joel A. Tropp · Linear Algebra and its Applications · 2013 · 309 citations · Full text

, , +6

A sequential indicator simulation program for categorical variables with point and block data: BlockSIS

Clayton V. Deutsch · Computers & Geosciences · 2006 · 158 citations

, , +11

Tailored randomized block MCMC methods with application to DSGE models

Siddhartha Chib, Srikanth Ramamurthy · Journal of Econometrics · 2009 · 144 citations

, , +12

Multilocus linkage analysis by blocked Gibbs sampling

Alun Thomas, Alexander Gutin, Victor Abkevich et al. · Statistics and Computing · 2000 · 114 citations

, , +13

1–5 of 28

Authors

65

  1. AG
    Alessandra Guglielmi

    Politecnico di Milano, Italy

    2 publications · 35 citations

    2

    h-index

  2. RA
    Raffaele Argiento

    Istituto di Matematica Applicata e Tecnologie Informatiche, Italy

    2 publications · 35 citations

    2

    h-index

  3. MD
    Michael Donaldson

    University of Manchester, United Kingdom

    2 publications · 46 citations

    2

    h-index

  4. SL
    Sik‐Yum Lee

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 59 citations

    2

    h-index

  5. IB
    Ilaria Bianchini

    Istituto di Matematica Applicata e Tecnologie Informatiche, Italy

    2 publications · 35 citations

    2

    h-index

1–5 of 65

Institutions

53

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    3 h-index

    5 publications

    172 citations

  2. Politecnico di Milano

    Milan, Italy

    2 h-index

    4 publications

    70 citations

  3. Istituto di Matematica Applicata e Tecnologie Informatiche

    Pavia, Italy

    2 h-index

    2 publications

    35 citations

  4. Harvard University Press

    Cambridge, United States

    2 h-index

    2 publications

    93 citations

  5. Institute of Public Health

    Dublin, Ireland

    2 h-index

    3 publications

    61 citations

  6. Environmental Protection Agency

    Washington, United States

    1 h-index

    1 publications

    36 citations

  7. Nanjing Forestry University

    Nanjing, China

    1 h-index

    1 publications

    14 citations

  8. Max Planck Institute for Solid State Research

    Stuttgart, Germany

    1 h-index

    1 publications

    30 citations

1–8 of 53

Venues

  1. Statistics and Computing

    2 publications · 79 citations

    2

    h-index

  2. Community Dentistry And Oral Epidemiology

    2 publications · 46 citations

    2

    h-index

  3. Journal of the American Statistical Association

    2 publications · 1.6K citations

    2

    h-index

  4. Hormone and Metabolic Research

    1 publications · 49 citations

    1

    h-index

  5. Physical review. E

    PRE · 1 publications · 20 citations

    1

    h-index

1–5