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Physical Sciences and Mathematics Commons™
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Full-Text Articles in Physical Sciences and Mathematics
University-Community Partnerships For Environmental Safety And Sustainability, John W. Vick, Carol Norton
University-Community Partnerships For Environmental Safety And Sustainability, John W. Vick, Carol Norton
Education for Sustainability Summer Institute
No abstract provided.
Empirical Methods-A Review: With An Introduction To Data Mining And Machine Learning, Matt Bogard
Empirical Methods-A Review: With An Introduction To Data Mining And Machine Learning, Matt Bogard
Economics Faculty Publications
This presentation was part of a staff workshop focused on empirical methods and applied research. This includes a basic overview of regression with matrix algebra, maximum likelihood, inference, and model assumptions. Distinctions are made between paradigms related to classical statistical methods and algorithmic approaches. The presentation concludes with a brief discussion of generalization error, data partitioning, decision trees, and neural networks.