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researcher

Matthew Dawson

2 papers hereh-index 4593 citations5 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ME2
same name
  • Matthew Dawson — 11 papers, h 5
  • Matthew Dawson — 2 papers, h 1

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

most citedRank Dynamics for Functional Data

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2018★ 5 cited

Rank Dynamics for Functional Data

Yaqing Chen, Matthew Dawson, Hans-Georg Müller

The study of the dynamic behavior of cross-sectional ranks over time for functional data and the ranks of the observed curves at each time point and their temporal evolution can yi…

stat.ME2016

Dynamic Modeling with Conditional Quantile Trajectories for Longitudinal Snippet Data, with Application to Cognitive Decline of Alzheimer's Patients

Matthew Dawson, Hans-Georg Müller

Longitudinal data are often plagued with sparsity of time points where measurements are available. The functional data analysis perspective has been shown to provide an effective a…

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