Simulation and Power Analysis Using R by Brandon LeBeau (.ePUB)+
File Size: 27 MB
Simulation and Power Analysis Using R by Brandon LeBeau (Chapman & Hall/CRC The R Series)
Requirements: .PDF/.ePUB reader, 27 mb
Overview: Simulation-based methods are increasingly central to modern applied research, particularly as study designs and statistical models grow more complex. Traditional analytic tools for power analysis and study planning often rely on simplifying assumptions that are difficult to justify in real-world settings. Simulation provides a flexible alternative, allowing researchers to explore design choices, modeling assumptions, and inferential tradeoffs under realistic data-generating processes. Simulation and Power Analysis Using R presents simulation not only as a tool for estimating power, but as a broader framework for study design and causal reasoning. Using applied examples and clear conceptual motivation, the book demonstrates how simulation can inform decisions before data are collected.
Genre: Non-Fiction > Educational
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