Philippe Vieu

Statistics and Probability · 2002–2018

A researcher in the Science corpus: 22 papers; trusts 35 researchers and is trusted by 63 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 110 citations into it; #624 of 12,932 by trust here, #695 by citations
• Artificial Intelligence — 41 citations into it; #8,376 of 35,345 by trust here, #10,566 by citations
• Finance — 17 citations into it; #3,235 of 10,518 by trust here, #5,523 by citations
• Statistical Learning Theory — 16 citations into it
• Computer Vision and Pattern Recognition — 12 citations into it
• Control and Systems Engineering — 12 citations into it; #1,965 of 8,257 by trust here, #6,417 by citations
• Management Science and Operations Research — 8 citations into it
• Food Science — 7 citations into it

Whom Philippe Vieu trusts overall

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

1. Frédéric Ferraty
2. C. Stone
3. G. Aneiros-Pérez
4. Elias Masry
5. Ali Laksaci
6. James O. Ramsay
7. Laurent Delsol
8. André Mas
9. Wenbo V. Li
10. Trevor J. Hastie

Who trusts Philippe Vieu overall

1. Heng Lian
2. Nengxiang Ling
3. Frédéric Ferraty
4. M. Febrero–Bande
5. Ramón Giraldo
6. Peter Hall
7. Aurore Delaigle
8. José R. Berrendero
9. Antonio Cuevas
10. Rafael Blanquero

Papers from Philippe Vieu's perspective

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

1. [A Statistical View of Some Chemometrics Regression Tools]: Discussion
2. Nonparametric Functional Data Analysis: Theory And Practice
3. Applied Functional Data Analysis: Methods and Case Studies
4. Ridge Regression: Biased Estimation for Nonorthogonal Problems
5. Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics)
6. Curves discrimination: a nonparametric functional approach (Computational Statistics & Data Analysis)
7. Functional Data Analysis
8. Consistent Nonparametric Regression
9. Linear functional regression: The case of fixed design and functional response
10. NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS

Their papers

• Curves discrimination: a nonparametric functional approach (2003) — 323 citations
• Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination (2004) — 185 citations
• Most-predictive design points for functional data predictors (2010) — 102 citations
• Functional projection pursuit regression (2013) — 94 citations
• Nonparametric time series prediction: A semi-functional partial linear modeling (2008) — 164 citations
• Estimating Some Characteristics of the Conditional Distribution in Nonparametric Functional Models (2006) — 143 citations
• Rate of uniform consistency for nonparametric estimates with functional variables (2010) — 191 citations
• NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS (2007) — 226 citations
• On the Validity of the Bootstrap in Non‐Parametric Functional Regression (2009) — 104 citations
• Semi-functional partial linear regression (2006) — 229 citations
• k-Nearest Neighbour method in functional nonparametric regression (2009) — 162 citations
• Kernel regression with functional response (2011) — 84 citations
• Uniform consistency of kNN regressors for functional variables (2013) — 108 citations
• Nonparametric regression estimation for functional stationary ergodic data with missing at random (2015) — 63 citations
• Variable selection in infinite-dimensional problems (2014) — 67 citations
• Mean estimation with data missing at random for functional covariables (2013) — 60 citations
• Cross-validated estimations in the single-functional index model (2008) — 144 citations
• Nonparametric modelling for functional data: selected survey and tracks for future (2018) — 116 citations
• Contributions in Infinite-Dimensional Statistics and Related Topics (2014) — 80 citations
• Nonparametric Functional Data Analysis: Theory and Practice (Springer Series in Statistics) (2006) — 1,013 citations