Aurélie Lemmens

Statistics and Probability · 2006–2008

A researcher in the Science corpus: 2 papers; trusts 3 researchers and is trusted by 7 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 9 citations into it
• Artificial Intelligence — 7 citations into it
• Statistical Learning Theory — 5 citations into it

Whom Aurélie Lemmens trusts overall

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

1. Gary King
2. Jerome H. Friedman
3. Langche Zeng
4. Leo Breiman
5. Robert E. Schapire

Who trusts Aurélie Lemmens overall

1. Julián Villanueva
2. Wouter Verbeke
3. Dominique M. Hanssens
4. Velibor V. Misic
5. Dursun Delen
6. Karel Dejaeger
7. David Martens
8. Bas Donkers
9. Seref Bozoklu

Papers from Aurélie Lemmens's perspective

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

1. Greedy function approximation: A gradient boosting machine.
2. Logistic Regression in Rare Events Data (Political Analysis)
3. The Elements of Statistical Learning
4. Neural Networks for Pattern Recognition
5. The Nature of Statistical Learning Theory
6. Bagging Predictors
7. The central role of the propensity score in observational studies for causal effects
8. Regression Shrinkage and Selection via the Lasso
9. Estimating causal effects of treatments in randomized and nonrandomized studies.
10. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper

Their papers

• Measuring and Testing Granger Causality over the Spectrum: An Application to European Production Expectation Surveys (2008) — 119 citations
• Bagging and Boosting Classification Trees to Predict Churn (2006) — 426 citations