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researcher

Gianluca Baio

7 papers here

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

author position
  • middle author2
  • last author5

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

fields
  • stat.AP4
  • stat.ME2
  • cs.LG1
ORCID 0000-0003-4314-2570

identity via Semantic Scholar / OpenAlex

activity
20142022
most citedInterpretable Deep Causal Learning for Moderation Effects

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2024

Averaging polyhazard models using Piecewise deterministic Monte Carlo with applications to data with long-term survivors

Luke Hardcastle, Samuel Livingstone, Gianluca Baio

Polyhazard models are a class of flexible parametric models for modelling survival over extended time horizons. Their additive hazard structure allows for flexible, non-proportiona…

stat.ME2016

Bayesian modelling for binary outcomes in the Regression Discontinuity Design

Sara Geneletti, Federico Ricciardi, Aidan O'Keeffe +1

The Regression Discontinuity (RD) design is a quasi-experimental design which emulates a randomised study by exploiting situations where treatment is assigned according to a contin…

stat.ME2014

Bayesian regression discontinuity designs: Incorporating clinical knowledge in the causal analysis of primary care data

Sara Geneletti, Aidan G. O'Keeffe, Linda D. Sharples +2

The regression discontinuity (RD) design is a quasi-experimental design that estimates the causal effects of a treatment by exploiting naturally occurring treatment rules. It can b…

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