Standout Papers

Understanding the Metropolis-Hastings Algorithm 1993 2026 2004 2015 2.3k
  1. Understanding the Metropolis-Hastings Algorithm (1995)
    Siddhartha Chib, Edward Greenberg The American Statistician
  2. Bayesian Analysis of Binary and Polychotomous Response Data (1993)
    James H. Albert, Siddhartha Chib Journal of the American Statistical Association
  3. Stochastic Volatility: Likelihood Inference and Comparison with ARCH Models (1998)
    Sang‐Joon Kim, Neal Shepherd et al. The Review of Economic Studies
  4. Marginal Likelihood from the Gibbs Output (1995)
    Siddhartha Chib Journal of the American Statistical Association
  5. Understanding the Metropolis-Hastings Algorithm (1995)
    Siddhartha Chib, Edward Greenberg The American Statistician
  6. Marginal Likelihood From the Metropolis–Hastings Output (2001)
    Siddhartha Chib, Ivan Jeliazkov Journal of the American Statistical Association
  7. Bayesian Model Choice Via Markov Chain Monte Carlo Methods (1995)
    Bradley P. Carlin, Siddhartha Chib Journal of the Royal Statistical Society Series B (Statistical Methodology)
  8. Analysis of multivariate probit models (1998)
    Siddhartha Chib Biometrika

Immediate Impact

3 by Nobel laureates 22 from Science/Nature 95 standout
Sub-graph 1 of 22

Citing Papers

The WHO estimates of excess mortality associated with the COVID-19 pandemic
2022 StandoutNature
Computationally efficient whole-genome regression for quantitative and binary traits
2021 Standout
2 intermediate papers

Works of Siddhartha Chib being referenced

Analysis of multivariate probit models
1998 Standout
Bayesian Analysis of Binary and Polychotomous Response Data
1993 Standout
and 3 more

Author Peers

Author Last Decade Papers Cites
Siddhartha Chib 5080 3449 4709 3656 87 14.6k
Roger Koenker 6756 1827 10632 4137 116 25.9k
T. W. Anderson 7652 3350 3918 2453 151 23.4k
Arnold Zellner 4528 1498 8478 3038 195 19.5k
J. Durbin 2810 1027 4702 2610 84 13.5k
Wolfgang Karl Härdle 7417 2764 4223 3887 466 18.7k
Robert Fildes 2365 1550 5193 2345 209 16.3k
Peter Hall 5508 1658 3165 3020 401 15.8k
George C. Tiao 3716 1585 3848 2677 142 15.5k
A. Ronald Gallant 2048 673 5488 5478 139 11.3k
Gilbert W. Bassett 2741 673 5342 2088 50 11.9k

All Works

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2026