Applying the structural causal model framework for observational causal inference in ecology

S Arif, MA MacNeil - Ecological Monographs, 2023 - Wiley Online Library
Ecologists are often interested in answering causal questions from observational data but
generally lack the training to appropriately infer causation. When applying statistical analysis …

Predictive models aren't for causal inference

S Arif, MA MacNeil - Ecology Letters, 2022 - Wiley Online Library
Ecologists often rely on observational data to understand causal relationships. Although
observational causal inference methodologies exist, predictive techniques such as model …

[图书][B] Connections between biodiversity and ecosystem functioning in large-scale natural ecosystems

J Hagan - 2023 - gupea.ub.gu.se
Billions of years of evolution have given us a planet that supports a remarkable diversity of
life. Estimates for the number of Eukaryotic species frequently number in the millions and the …

Implementing Causal Inference in Ecology Through the Structural Causal Model (SCM) Framework

S Arif - 2022 - dalspace.library.dal.ca
Ecologists are often interested in understanding causal relationships from ecological data.
However, developed methods for causal inference, particularly for observational-based …

[HTML][HTML] What's so Good about Biodiversity in Crop Production?

A McGuire - csanr.wsu.edu
In a 2012 book, Donald Maier asked,“What's so good about biodiversity?” He describes how
difficult it is to critique principles of biodiversity because all the value of the natural world has …