R. Natarajan

Statistics and Probability · with Kass · 2000–2006

A researcher in the Science corpus: 4 papers; trusts 4 researchers and is trusted by 21 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 5 citations into it; #2,329 of 12,932 by trust here, #2,800 by citations

Whom R. Natarajan trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Robert E. Kass

Who trusts R. Natarajan overall

1. Andrew Gelman
2. Ciprian M. Crainiceanu
3. Linda S. L. Tan
4. Robert E. Kass
5. Paul Gustafson
6. Paul-Christian Burkner
7. Paul C. Lambert
8. Alan Agresti
9. Peter J. Diggle
10. David J. Nott

Papers from R. Natarajan's perspective

Ordered by how strongly the researchers R. Natarajan trusts endorse each paper. Same corpus, a different order for every researcher.

1. Generalized Linear Models
2. Bayesian and likelihood-based methods in multilevel modeling 1 A comparison of Bayesian and likelihood-based methods for fitting multilevel models
3. Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)
4. Marginal models for categorical data
5. Sampling-Based Approaches to Calculating Marginal Densities
6. Assessment and Propagation of Model Uncertainty
7. Bayesian Model Choice: Asymptotics and Exact Calculations
8. Estimating the Dimension of a Model
9. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
10. Analysis of Incomplete Multivariate Data (Technometrics)

Their papers

• Reference Bayesian Methods for Generalized Linear Mixed Models (2000) — 238 citations
• A default conjugate prior for variance components in generalized linear mixed models (comment on article by Browne and Draper) (2006) — 81 citations
• Mixed Models: Modelling Covariance Structure in the Analysis of Repeated Measures Data (2005) — 677 citations
• Modeling Clustered Ordered Categorical Data: A Survey (2001) — 108 citations