Christophe Ley
Statistics and Probability · 2012–2018
A researcher in the Science corpus: 8 papers; trusts 38 researchers and is trusted by 8 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 62 citations into it; #5,668 of 12,932 by trust here, #2,407 by citations
- Mathematical Physics — 15 citations into it
- Artificial Intelligence — 13 citations into it; #26,979 of 35,345 by trust here, #31,361 by citations
- Discrete Mathematics and Combinatorics — 13 citations into it
- Applied Mathematics — 9 citations into it
- Algebra and Number Theory — 8 citations into it
- Finance — 7 citations into it
- Economics and Econometrics — 6 citations into it
Whom Christophe Ley trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert E. Gaunt
- Ivan Nourdin
- Sourav Chatterjee
- Erol A. Peköz
- Louis H. Y. Chen
- Giovanni Peccati
- C. Dobler
- Adelchi Azzalini
- Oliver Johnson
- Nathan Ross
Who trusts Christophe Ley overall
- Jackson Gorham
- Qiang Liu
- Chris J. Oates
- Nitika Mathur
- Lester W. Mackey
- Jason D. Lee
- Gesine Reinert
- Anjith George
- Jon Cockayne
- Michael I. Jordan
Papers from Christophe Ley's perspective
Ordered by how strongly the researchers Christophe Ley trusts endorse each paper. Same corpus, a different order for every researcher.
- A bound for the error in the normal approximation to the distribution of a sum of dependent random variables
- Stein’s method on Wiener chaos
- On Choosing and Bounding Probability Metrics
- New rates for exponential approximation and the theorems of Rényi and Yaglom (Annals of Probability)
- Fundamentals of Stein's method
- Multivariate normal approximation with Stein’s method of exchangeable pairs under a general linearity condition
- Orthogonal polynomials in Stein's method
- Degree asymptotics with rates for preferential attachment random graphs
- Distributional Transformations, Orthogonal Polynomials, and Stein Characterizations
- Exponential Approximation by Stein's Method and Spectral Graph Theory
Their papers
- Stein’s density approach and information inequalities (2012) — 75 citations
- Stein's method for comparison of univariate distributions (2014) — 161 citations
- Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median (2013) — 3,802 citations
- Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance (2018) — 448 citations
- New methods to assess wind resources in terms of wind speed, load, power and direction (2018) — 70 citations
- Ranking soccer teams on basis of their current strength: a comparison of maximum likelihood approaches (2017) — 62 citations
- A tractable, parsimonious and flexible model for cylindrical data, with applications (2015) — 48 citations
- Skew-symmetric distributions and Fisher information -- a tale of two densities (2012) — 56 citations