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R. Munnich

3 papers hereh-index 8220 citations46 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.CO1
  • stat.ME1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

most citedMatrix-free Penalized Spline Smoothing with Multiple Covariates

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

stat.CO2025

Uncertainty assessment of spatial dynamic microsimulations

Morgane Dumont, Ahmed Alsaloum, Julian Ernst +2

Spatial dynamic microsimulations probabilistically project geographically referenced units with individual characteristics over time. Like any projection method, their outcomes are…

stat.OT2021

On the role of data, statistics and decisions in a pandemic

Beate Jahn, Sarah Friedrich, Joachim Behnke +9

A pandemic poses particular challenges to decision-making because of the need to continuously adapt decisions to rapidly changing evidence and available data. For example, which co…

stat.ME2021★ 1 cited

Matrix-free Penalized Spline Smoothing with Multiple Covariates

Julian Wagner, Göran Kauermann, Ralf Münnich

The paper motivates high dimensional smoothing with penalized splines and its numerical calculation in an efficient way. If smoothing is carried out over three or more covariates t…

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