Statistics by Simulation
A Synthetic Data Approach
$126.19
- Paperback
456 pages
- Release Date
30 September 2025
Summary
An accessible guide to understanding statistics using simulations, with examples from a range of scientific disciplines.
Real-world challenges such as small sample sizes, skewed distributions of data, biased sampling designs, and more predictors than data points are pushing the limits of classical statistical analysis. This textbook provides a new tool for the statistical toolkit: data simulations. It shows that using simulation and data-generating models is an excell…
Book Details
| ISBN-13: | 9780691258775 |
|---|---|
| ISBN-10: | 0691258775 |
| Author: | Carsten F. Dormann, Aaron M. Ellison |
| Publisher: | Princeton University Press |
| Imprint: | Princeton University Press |
| Format: | Paperback |
| Number of Pages: | 456 |
| Release Date: | 30 September 2025 |
| Weight: | 852g |
| Dimensions: | 254mm x 178mm |
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About The Author
Carsten F. Dormann
Carsten F. Dormann is professor of biometry and environmental system analysis at the University of Freiburg, Germany. He is the author of the introductory textbook Environmental Data Analysis and coauthor of an open marine ecology textbook, Marine Ecology Notes.
Aaron M. Ellison served for twenty years as the senior research fellow in ecology at Harvard University. He is the author of A Field Guide to the Ants of New England and Vanishing Point and coauthor of A Primer of Ecological Statistics, Scaling in Ecology with a Model System, and other books.
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