← All authors Aloïs Kneip University of Bonn (from arXiv:2106.10723, 2021) · OpenAlex
54 papers in scope · 53 published · 2 on the econ.EM arXiv · 3,930 citations · h-index 28 (over the papers listed here)
Papers (2 of 54)
2nd Special issue on Functional Data Analysis
published 2021 · Econometrics and Statistics · 1 citations
with Frédéric Ferraty, Piotr Kokoszka, Alexander Petersen
published 2021 · Journal of Econometrics
with Oualid Bada, Dominik Liebl, Tim Mensinger, James Gualtieri, Robin C. Sickles
working paper 2021 · arXiv
Cross‐component registration for multivariate functional data, with application to growth curves
published 2020 · Biometrics · 2 citations · first circulated 2018
with Cody Carroll, Hans-Georg Müller
Superconsistent Estimation of Points of Impact in Non-Parametric Regression with Functional Predictors
published 2020 · Journal of the Royal Statistical Society Series B (Statistical Methodology)
with Dominik Poß, Dominik Liebl, Hedwig Eisenbarth, Tor D. Wager, Lisa Feldman Barrett
Some first results on the consistency of spatial regression with partial differential equation regularization
published 2020 · Statistica Sinica · 15 citations
with Eleonora Arnone, Fabio Nobile, Laura M. Sangalli
INFERENCE IN DYNAMIC, NONPARAMETRIC MODELS OF PRODUCTION: CENTRAL LIMIT THEOREMS FOR MALMQUIST INDICES
published 2020 · Econometric Theory · 38 citations
with Léopold Simar, Paul W. Wilson
On the optimal reconstruction of partially observed functional data
published 2020 · The Annals of Statistics · 5 citations
with Dominik Liebl
Estimating the Covariance of Fragmented and Other Related Types of Functional Data
published 2020 · Journal of the American Statistical Association · 24 citations
with Aurore Delaigle, Peter Hall, Wei Huang
Nonparametric registration to low-dimensional function spaces
published 2019 · Computational Statistics & Data Analysis · 6 citations
with Heiko Wagner
Functional Principal Component Analysis for Derivatives of Multivariate Curves
published 2018 · Statistica Sinica · 4 citations · first circulated 2016
Functional linear regression with points of impact
published 2015 · The Annals of Statistics · 40 citations
with Dominik Poß, Pascal Sarda
Testing Hypotheses in Nonparametric Models of Production
published 2015 · Journal of Business and Economic Statistics · 115 citations
with Léopold Simar, Paul W. Wilson
Frontier estimation in the presence of measurement error with unknown variance
published 2014 · Journal of Econometrics · 45 citations
WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES
published 2014 · Econometric Theory · 111 citations · first circulated 2013
with Léopold Simar, Paul W. Wilson
Parameter cascading for panel models with unknown number of unobserved factors: An application to the credit spread puzzle
published 2013 · Computational Statistics & Data Analysis · 7 citations
with Oualid Bada
Aggregation and Labor Supply Elasticities
published 2013 · Journal of the European Economic Association
with Monika Merz, Lidia Storjohann
A NEW PANEL DATA TREATMENT FOR HETEROGENEITY IN TIME TRENDS
published 2012 · Econometric Theory · 113 citations · first circulated 2006
with Robin C. Sickles, Wonho Song
Factor models and variable selection in high-dimensional regression analysis
published 2011 · The Annals of Statistics · 57 citations
with Pascal Sarda
INDIVIDUAL VERSUS AGGREGATE INCOME ELASTICITIES FOR HETEROGENEOUS POPULATIONS
published 2011 · Journal of Applied Econometrics · 7 citations · first circulated 2007
with Michał Paluch, Werner Hildenbrand
A Computationally Efficient, Consistent Bootstrap for Inference with Non-parametric DEA Estimators
published 2010 · Computational Economics · 85 citations
with Léopold Simar, Paul W. Wilson
Combining Registration and Fitting for Functional Models
published 2008 · Journal of the American Statistical Association · 119 citations
with J. O. Ramsay
ASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS
published 2008 · Econometric Theory · 308 citations
with Léopold Simar, Paul W. Wilson
Smoothing splines estimators in functional linear regression with errors-in-variables
published 2006 · Computational Statistics & Data Analysis · 80 citations
with Hervé Cardot, Christophe Crambes, Pascal Sarda
Aggregate behavior and microdata
published 2004 · Games and Economic Behavior · 12 citations
with Werner Hildenbrand
On behavioral heterogeneity
published 2004 · Economic Theory · 12 citations
with Werner Hildenbrand
Interval and band estimation for curves with jumps
published 2004 · Journal of Applied Probability · 23 citations
with Irène Gijbels, Peter Hall
Inference for Density Families Using Functional Principal Component Analysis
published 2001 · Journal of the American Statistical Association · 201 citations
with Klaus J. Utikal
Curve registration by local regression
published 2000 · Canadian Journal of Statistics · 81 citations
with Xiaoxia Li, K. B. MacGibbon, J. O. Ramsay
On Aggregation of Micro-Relations : a Research Program
published 2000 · Revue économique
with Werner Hildenbrand
Robust principal component analysis for functional data
published 1999 · Test · 372 citations
Testing a Regression Model When We Have Smooth Alternatives in Mind
published 1999 · Scandinavian Journal of Statistics · 19 citations · first circulated 1992
On the Estimation of Jump Points in Smooth Curves
published 1999 · Annals of the Institute of Statistical Mathematics · 98 citations
with Irène Gijbels, Peter A. Hall
Behavioral heterogeneity and structural properties of aggregate demand
published 1999 · Journal of Mathematical Economics · 20 citations · first circulated 1995
Demand aggregation under structural stability
published 1999 · Journal of Mathematical Economics · 15 citations · first circulated 1998
with Werner Hildenbrand
Une analyse non paramétrique des distributions du revenu et des caractéristiques des ménages
published 1999 · Revue de statistique appliquée · 5 citations · first circulated 1998
with W. Hildenbrandt, K. J. Utikal, Werner Hildenbrand
no link
A NOTE ON THE CONVERGENCE OF NONPARAMETRIC DEA ESTIMATORS FOR PRODUCTION EFFICIENCY SCORES
published 1998 · Econometric Theory · 379 citations
with Byeong U. Park, Léopold Simar
Smoothing Spline Models for the Analysis of Nested and Crossed Samples of Curves: Comment
published 1998 · Journal of the American Statistical Association · 2 citations
Comment
published 1998 · Journal of the American Statistical Association
A general framework for frontier estimation with panel data
published 1996 · Journal of Productivity Analysis · 121 citations · first circulated 1995
with L�opold Simar, Léopold Simar
Recent approaches to estimating Engel curves
published 1996 · Journal of Economics · 76 citations
with Joachim Engel
A Remedy for Kernel Estimation Under Random Design
published 1996 · Statistics · 4 citations
with Joachim Engel
Searching for Structure in Curve Samples
published 1995 · Journal of the American Statistical Association · 129 citations · first circulated 1992
with Théo Gasser
Searching for Structure in Curve Sample
published 1995 · Journal of the American Statistical Association · 30 citations
with Théo Gasser
Model Estimation in Nonlinear Regression Under Shape Invariance
published 1995 · The Annals of Statistics · 65 citations
with Joachim Engel
Nonparametric Estimation of Common Regressors for Similar Curve Data
published 1994 · The Annals of Statistics · 68 citations · first circulated 1991
Ordered Linear Smoothers
published 1994 · The Annals of Statistics · 107 citations · first circulated 1990
Family expenditure data, heteroscedasticity and the Law of Demand
published 1993 · Ricerche Economiche · 21 citations · first circulated 1992
with Werner Hildenbrand
Statistical Tools to Analyze Data Representing a Sample of Curves
published 1992 · The Annals of Statistics · 280 citations
with Théo Gasser
Choice of bandwidth for kernel regression when residuals are correlated
published 1992 · Biometrika · 107 citations
with Eva Herrmann, Théo Gasser
A Flexible and Fast Method for Automatic Smoothing
published 1991 · Journal of the American Statistical Association · 268 citations
with Théo Gasser, W Köhler
Discussion: Linear Smoothers and Additive Models
published 1989 · The Annals of Statistics · 13 citations
with Théo Gasser
Convergence and Consistency Results for Self-Modeling Nonlinear Regression
published 1988 · The Annals of Statistics · 96 citations
with Théo Gasser
Velocity and acceleration of height growth using kernel estimation
published 1984 · Annals of Human Biology · 124 citations
with Théo Gasser, W Köhler, Hans-Georg Müller, R. H. Largo, Luciano Molinari, A. Prader
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