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Statistics by Simulation: A Synthetic Data Approach Carsten F. Dormann, Aaron M. Ellison ebook
- Page: 456
- Format: pdf / epub / kindle
- ISBN: 9780691273891
- Publisher: Princeton University Press
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Overview 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 excellent way to validate...