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Alexander Petersen

7 papers hereh-index 14979 citations24 works total

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

author position
  • first author3
  • middle author2
  • last author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • stat.AP1
  • stat.ML1
same name
  • Alexander Petersen — 3 papers, h 2
  • Alexander Petersen — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedWasserstein Autoregressive Models for Density Time Series

8 citations · 8 across the 3 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ME2018

Wasserstein Covariance for Multiple Random Densities

Alexander Petersen, Hans-Georg Müller

A common feature of methods for analyzing samples of probability density functions is that they respect the geometry inherent to the space of densities. Once a metric is specified…

stat.AP2018

Fréchet Estimation of Time-Varying Covariance Matrices From Sparse Data, With Application to the Regional Co-Evolution of Myelination in the Developing Brain

Alexander Petersen, Sean Deoni, Hans-Georg Müller

Assessing brain development for small infants is important for determining how the human brain grows during the early period of life when the rate of brain growth is at its peak. T…

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