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researcher

L. Cappello

9 papers hereh-index 7107 citations26 works total

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

author position
  • first author6
  • middle author1
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • stat.AP3
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedThe Tajima heterochronous n-coalescent: inference from heterochronously sampled molecular data

5 citations · 11 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

stat.ME2025

A Bayesian framework for change-point detection with uncertainty quantification

Davis Berlind, Lorenzo Cappello, Oscar Hernan Madrid Padilla

We introduce a novel Bayesian method that can detect multiple structural breaks in the mean and variance of a length T time-series. Our method quantifies uncertainty by returning…

math.ST2025

Bayesian Predictive Inference Beyond Martingales

Marco Battiston, Lorenzo Cappello

There is a growing interest in the so-called Bayesian Predictive Inference approach, which allows to perform Bayesian inference without specifying the likelihood and prior of the m…

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