July 2012
Intermediate to advanced
352 pages
9h 30m
English
book
Common Errors in Statistics (and How to Avoid Them), 4th Edition
by Phillip I. Good, James W. Hardin
Content preview from Common Errors in Statistics (and How to Avoid Them), 4th Edition
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SUMMARY
- Provide details of power and sample size calculations.
- Describe treatment allocation.
- Detail exceptions including withdrawals and other sources of missing data.
- Use meaningful measures of dispersion.
- Use confidence intervals in preference to p-values.
- Report sources of bias.
- Formal statistical inference is appropriate only for randomized studies and predetermined hypotheses.
Counsel on reporting the results of model building is deferred to Chapter 13.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.