Concepedia

Noncentered Parameterization

Noncentered Parameterization is a reparameterization strategy in Bayesian multilevel modeling where latent parameters are expressed as a function of auxiliary variables and hyperparameters to decouple hierarchical dependencies, thereby improving sampling efficiency in strongly correlated posterior distributions.

7

Publications

775

Citations

13

Authors

12

Institutions

Publications per year

2017–2026

0

Variants

Non-centered Parameterization

Parents

Publications

7

A General Framework for the Parametrization of Hierarchical Models

Omiros Papaspiliopoulos, Gareth O. Roberts, Martin Sköld · Statistical Science · 2007 · 309 citations · Full text

, , +16

To Center or Not to Center: That Is Not the Question—An Ancillarity–Sufficiency Interweaving Strategy (ASIS) for Boosting MCMC Efficiency

Yaming Yu, Xiao‐Li Meng · Journal of Computational and Graphical Statistics · 2011 · 206 citations

, , +10

Non-centred parameterisations for hierarchical models and data augmentation.

Gareth O. Roberts, Omiros Papaspiliopoulos, Martin Sköld · Lancaster EPrints (Lancaster University) · 2003 · 88 citations

, , +12

On Normal Theory Based Inference for Multilevel Models with Distributional Violations

Ke‐Hai Yuan, Peter M. Bentler · Psychometrika · 2002 · 50 citations

, , +14

Bayesian inference for a skew-normal IRT model under the centred parameterization

Caio Azevedo, Heleno Bolfarine, Dalton Francisco de Andrade · Computational Statistics & Data Analysis · 2010 · 50 citations · Full text

, , +10

1–5 of 7

Authors

13

  1. MS
    Martin Sköld

    Stockholm University, Sweden

    2 publications · 397 citations

    2

    h-index

  2. OP
    Omiros Papaspiliopoulos

    Universitat Pompeu Fabra, Spain

    2 publications · 397 citations

    2

    h-index

  3. GO
    Gareth O. Roberts

    University of Warwick, United Kingdom

    2 publications · 397 citations

    2

    h-index

  4. MW
    Max Welling

    University of Amsterdam, Netherlands

    1 publications · 39 citations

    1

    h-index

  5. PM
    Peter M. Bentler

    University of California, Los Angeles, United States

    1 publications · 50 citations

    1

    h-index

1–5 of 13

Institutions

12

  1. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    1 h-index

    1 publications

    50 citations

  2. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    1 publications

    50 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    1 h-index

    1 publications

    50 citations

  4. University of California System

    Oakland, United States

    1 h-index

    1 publications

    50 citations

  5. Harvard University Press

    Cambridge, United States

    1 h-index

    2 publications

    412 citations

  6. Universidade Federal de Santa Catarina

    Florianópolis, Brazil

    1 h-index

    1 publications

    50 citations

  7. University of Warwick

    Coventry, United Kingdom

    1 h-index

    1 publications

    309 citations

  8. Lund University

    Lund, Sweden

    1 h-index

    1 publications

    309 citations

1–8 of 12

Venues

  1. Statistical Science

    1 publications · 309 citations

    1

    h-index

  2. Psychometrika

    1 publications · 50 citations

    1

    h-index

  3. Journal of Computational and Graphical Statistics

    JCGS · 1 publications · 206 citations

    1

    h-index

  4. Lancaster EPrints (Lancaster University)

    Repository · 1 publications · 88 citations

    1

    h-index

  5. Econometric Reviews

    1 publications · 33 citations

    1

    h-index

1–5