Karim Chalak

Statistics and Probability · 2009–2012

A researcher in the Science corpus: 3 papers; trusts 34 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 43 citations into it; #4,648 of 12,932 by trust here, #6,552 by citations
• Economics and Econometrics — 16 citations into it; #15,092 of 23,481 by trust here, #20,008 by citations
• Causal Inference & Discovery — 13 citations into it
• Artificial Intelligence — 12 citations into it; #13,222 of 35,345 by trust here, #25,040 by citations
• Probabilistic & Bayesian Methods — 10 citations into it

Whom Karim Chalak trusts overall

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

1. Joshua D. Angrist
2. A. P. Dawid
3. Donald B. Rubin
4. Judea Pearl
5. Whitney K. Newey
6. Guido W. Imbens
7. Tom L. Burr
8. James J. Heckman
9. Paul Holland
10. Halbert White

Who trusts Karim Chalak overall

1. Judea Pearl
2. Halbert White
3. Andrés Santos
4. Xun Lu
5. Alberto Abadie
6. Susanne M. Schennach
7. Ran Spiegler

Papers from Karim Chalak's perspective

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

1. Statistics and Causal Inference
2. The central role of the propensity score in observational studies for causal effects
3. Estimating causal effects of treatments in randomized and nonrandomized studies.
4. Causality : Models , Reasoning , and Inference
5. Probabilistic reasoning in intelligent systems: Networks of plausible inference
6. Causation, Prediction, and Search
7. Causal diagrams for empirical research
8. Econometric Analysis of Cross Section and Panel Data
9. A Fast Learning Algorithm for Deep Belief Nets
10. ImageNet classification with deep convolutional neural networks

Their papers

• An Extended Class of Instrumental Variables for the Estimation of Causal Effects (2011) — 87 citations
• Settable Systems: An Extension of Pearl's Causal Model with Optimization, Equilibrium, and Learning (2009) — 67 citations
• Local indirect least squares and average marginal effects in nonseparable structural systems (2012) — 49 citations