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researcher

F. Scheipl

23 papers hereh-index 303.9k citations93 works total

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

author position
  • sole author2
  • first author5
  • middle author12
  • last author4

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • stat.ML6
  • stat.CO2
  • cs.CY1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedSpike-and-Slab Priors for Function Selection in Structured Additive Regression Models

121 citations · 197 across the 18 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

stat.ME2013★ 5 cited

Bayesian Functional Generalized Additive Models with Sparsely Observed Covariates

Mathew W. McLean, Fabian Scheipl, Giles Hooker +2

The functional generalized additive model (FGAM) was recently proposed in McLean et al. (2013) as a more flexible alternative to the common functional linear model (FLM) for regres…

stat.ME2013★ 3 cited

Penalized Likelihood and Bayesian Function Selection in Regression Models

Fabian Scheipl, Thomas Kneib, Ludwig Fahrmeir

Challenging research in various fields has driven a wide range of methodological advances in variable selection for regression models with high-dimensional predictors. In compariso…

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