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researcher

A. Kneip

11 papers hereh-index 345.5k citations87 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author4
  • last author2

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • econ.EM2
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20092026
most citedSmoothing splines estimators for functional linear regression

225 citations · 474 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

math.ST2025

Nonparametric local polynomial regression for functional covariates

Moritz Jirak, Alois Kneip, Alexander Meister +1

We consider nonparametric regression with functional covariates, that is, they are elements of an infinite-dimensional Hilbert space. A locally polynomial estimator is constructed,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.