Ivan Jeliazkov

Statistics and Probability · 2001–2009

A researcher in the Science corpus: 4 papers; trusts 31 researchers and is trusted by 70 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 19 citations into it; #670 of 12,932 by trust here, #1,563 by citations
• Artificial Intelligence — 10 citations into it; #2,801 of 35,345 by trust here, #8,999 by citations
• Probabilistic & Bayesian Methods — 8 citations into it
• Management Science and Operations Research — 5 citations into it

Whom Ivan Jeliazkov trusts overall

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

1. Siddhartha Chib
2. T. Mroz
3. Mohsen Pourahmadi
4. Alan E. Gelfand
5. Jim Albert
6. Peter J. Green
7. Alexander Shapiro
8. Michael P. Keane
9. Kenneth Train
10. D. Hyslop

Who trusts Ivan Jeliazkov overall

1. Siddhartha Chib
2. Peter S. Craig
3. Joshua C. C. Chan
4. Frank Schorfheide
5. I. Tsiakas
6. Chris J. Oates
7. Joshua C. C. Chan
8. Timothy E. Hanson
9. Anna Pajor
10. Mohammad Emtiyaz Khan

Papers from Ivan Jeliazkov's perspective

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

1. Bayesian analysis of binary and polychotomous response data
2. Bayes factors
3. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
4. Bayesian Model Choice: Asymptotics and Exact Calculations
5. Sampling-Based Approaches to Calculating Marginal Densities
6. Marginal Likelihood From the Metropolis–Hastings Output
7. Discrete Choice Methods with Simulation by Kenneth E. Train
8. Bayesian curve-fitting with free-knot splines
9. Spline Adaptation in Extended Linear Models (with comments and a rejoinder by the authors
10. Marginal Likelihood and Bayes Factors for Dirichlet Process Mixture Models

Their papers

• Marginal Likelihood From the Metropolis–Hastings Output (2001) — 1,146 citations
• Inference in Semiparametric Dynamic Models for Binary Longitudinal Data (2006) — 97 citations
• MCMC Estimation of Restricted Covariance Matrices (2009) — 49 citations
• Accept–reject Metropolis–Hastings sampling and marginal likelihood estimation (2005) — 57 citations