David A. Stephens

Statistics and Probability · 2005–2016

A researcher in the Science corpus: 6 papers; trusts 39 researchers and is trusted by 13 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 58 citations into it; #3,590 of 12,932 by trust here, #2,261 by citations
• Artificial Intelligence — 33 citations into it; #22,556 of 35,345 by trust here, #19,439 by citations
• Finance — 13 citations into it
• Probabilistic & Bayesian Methods — 11 citations into it
• Economics and Econometrics — 9 citations into it
• Causal Inference & Discovery — 6 citations into it
• Molecular Biology — 6 citations into it

Whom David A. Stephens trusts overall

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

1. James M. Robins
2. Radford M. Neal
3. Gareth O. Roberts
4. Susan A. Murphy
5. Donald B. Rubin
6. Pierre Del Moral
7. Miguel A. Hern'an
8. Peter J. Green
9. Paul Fearnhead
10. Jun Yu

Who trusts David A. Stephens overall

1. Eric B. Laber
2. Justin Grimmer
3. Baqun Zhang
4. Alexandros Beskos
5. Michael R. Kosorok
6. Yair Goldberg
7. A. P. Dawid
8. Christoph Pamminger
9. Ying‐Qi Zhao

Papers from David A. Stephens's perspective

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

1. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
2. On inference for partially observed nonlinear diffusion models using the Metropolis–Hastings algorithm
3. Sequential Monte Carlo samplers
4. Monte Carlo strategies in scientific computing
5. Non‐Gaussian Ornstein–Uhlenbeck‐based models and some of their uses in financial economics
6. Monte Carlo Strategies in Scientific Computing
7. The central role of the propensity score in observational studies for causal effects
8. Annealed importance sampling
9. Monte Carlo Sampling Methods Using Markov Chains and Their Applications
10. The Pricing of Options and Corporate Liabilities

Their papers

• Demystifying Optimal Dynamic Treatment Regimes (2007) — 235 citations
• Markov Chain Monte Carlo Methods and the Label Switching Problem in Bayesian Mixture Modeling (2005) — 721 citations
• A Quantitative Study of Gene Regulation Involved in the Immune Response of Anopheline Mosquitoes (2006) — 240 citations
• A Bayesian view of doubly robust causal inference (2016) — 52 citations
• Inference for Lévy‐Driven Stochastic Volatility Models via Adaptive Sequential Monte Carlo (2011) — 148 citations
• Two-sample Bayesian Nonparametric Hypothesis Testing (2009) — 93 citations