Statistics for Ecologists A Frequentist and Bayesian Treatment of Modern Regression Models
Ecological data pose many challenges to statistical inference. Most data come from observational studies rather than designed experiments; observational units are frequently sampled repeatedly over time, resulting in multiple, non-independent measurements; response data are often binary (e.g., prese...
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| Main Author: | |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Place of publication not identified]
University of Minnesota Libraries Publishing
2024.
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| Series: | Open textbook library.
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| Subjects: | |
| Online Access: | Access online version |
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Table of Contents:
- About the Author
- Preface
- Models for Normally Distributed Responses
- What Variables to Include in a Model?
- Frequentist and Bayesian Inferential Frameworks
- Models for Non-Normal Data
- Models for Correlated Data
- Appendix
- References