Matt Gardner
Statistics and Probability · with Chen · 2014
A researcher in the Science corpus: 2 papers; trusts 22 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 30 citations into it; #10,002 of 12,932 by trust here, #4,650 by citations
- Artificial Intelligence — 14 citations into it
- Probabilistic & Bayesian Methods — 8 citations into it
- Economics and Econometrics — 7 citations into it
- Causal Inference & Discovery — 5 citations into it; #316 of 364 by trust here, #288 by citations
- Management Science and Operations Research — 5 citations into it; #10,394 of 11,946 by trust here, #6,888 by citations
Whom Matt Gardner trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Halbert White
- W. Lin
- Donald B. Rubin
- David Freedman
- Jerome H. Friedman
- Trevor J. Hastie
- Guido W. Imbens
- Hui Zou
- Susan Athey
Who trusts Matt Gardner overall
Papers from Matt Gardner's perspective
Ordered by how strongly the researchers Matt Gardner trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Greedy function approximation: A gradient boosting machine.
- Random Forests
- On regression adjustments to experimental data
- The Adaptive Lasso and Its Oracle Properties
- On regression adjustments in experiments with several treatments
- A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
- Modeling Heterogeneous Treatment Effects in Survey Experiments with Bayesian Additive Regression Trees
- Classification and regression trees
- Heuristics of instability and stabilization in model selection
Their papers
- A Nonparametric Bayesian Analysis of Heterogenous Treatment Effects in Digital Experimentation (2014) — 59 citations
- Heterogeneous Treatment Effects in Digital Experimentation (2014) — 67 citations