Statistical Remedies for Medical Researchers
Series: Springer Series in Pharmaceutical Statistics;
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Product details:
- Edition number 1st ed. 2020
- Publisher Springer International Publishing
- Date of Publication 13 March 2021
- Number of Volumes 1 pieces, Book
- ISBN 9783030437169
- Binding Paperback
- See also 9783030437138
- No. of pages291 pages
- Size 235x155 mm
- Weight 468 g
- Language English
- Illustrations XI, 291 p. 42 illus., 12 illus. in color. Illustrations, black & white 145
Categories
Long description:
This book illustrates numerous statistical practices that are commonly used by medical researchers, but which have severe flaws that may not be obvious. For each example, it provides one or more alternative statistical methods that avoid misleading or incorrect inferences being made. The technical level is kept to a minimum to make the book accessible to non-statisticians. At the same time, since many of the examples describe methods used routinely by medical statisticians with formal statistical training, the book appeals to a broad readership in the medical research community.
MoreTable of Contents:
1 Why Bother With Statistics?.- 2 Frequentists and Bayesians.- 3 Knocking Down the Straw Man.- 4 Science and Belief.- 5 The Perils of P-values.- 6 Flipping Coins.- 7 All Mixed Up.- 8 Sex, Biomarkers, and Paradoxes.- 9 Crippling New Treatments.- 10 Just Plain Wrong.- 11 Getting Personal.- 12 Multistage Treatment Regimes.- References.
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