Article

Modeling Tick Populations: An Ecological Test Case for Gradient Boosted Trees

2023-03-15

Abstract excerpt

General linear models have been the foundational statistical framework used to discover the ecological processes that explain the distribution and abundance of natural populations. Analyses of the rapidly expanding cache of environmental and ecological data, however, require advanced statistical methods to contend with complexities inherent to extremely large natural data sets. Modern machine learning frameworks s...

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Literature Corpus work: b950be2f-db95-51fa-bbb7-018d3145d204
DOI: 10.1101/2023.03.13.532443

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