Core elements of the causal framework.

Core elements of the causal framework.

<p>Variables encode assumptions about individual- and dyad-level features on social interactions. See section I in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1013370#pcbi.1013370.s001" target="_blank">S1 Text</a> for group-level e...

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Bibliographic Details
Main Author: Ben Kawam (22209262) (author)
Other Authors: Julia Ostner (342168) (author), Richard McElreath (742708) (author), Oliver Schülke (342167) (author), Daniel Redhead (6996311) (author)
Published: 2025
Subjects:
Ecology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
target interaction network
joint posterior distribution
ecological factors shape
dysfunctional statistical procedures
bayesian multilevel extensions
underlying causal structures
map statistical estimates
encode causal effects
social relations model
effects — namely
structural causal models
div >< p
develop models layer
structural parameters
estimates </
compute causal
causal inference
understood —
social relationships
addressed —
thereby illustrating
simulation studies
seven steps
sampling processes
resulting uncertainty
one another
notoriously challenging
major goal
level features
inferential task
incorrect results
highly dependent
explicitly defines
estimators </
estimands </
empirical example
causal framework
behavioural samples
behavioural ecology
animals form
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