Statistical Rules of Thumb (eBook)

Gerald Van Belle (Autor)

eBook Download: PDF | EPUB

2011 | 2. Auflage
304 Seiten
John Wiley & Sons (Verlag)
978-1-118-21036-9 (ISBN)

Infos

Praise for the First Edition:

"For a beginner [this book] is a treasure trove; for an
experienced person it can provide new ideas on how better to pursue
the subject of applied statistics."

--Journal of Quality Technology

Sensibly organized for quick reference, Statistical Rules of
Thumb, Second Edition compiles simple rules that are
widely applicable, robust, and elegant, and each captures key
statistical concepts. This unique guide to the use of statistics
for designing, conducting, and analyzing research studies
illustrates real-world statistical applications through examples
from fields such as public health and environmental studies. Along
with an insightful discussion of the reasoning behind every
technique, this easy-to-use handbook also conveys the various
possibilities statisticians must think of when designing and
conducting a study or analyzing its data.

Each chapter presents clearly defined rules related to
inference, covariation, experimental design, consultation, and data
representation, and each rule is organized and discussed under five
succinct headings: introduction; statement and illustration of the
rule; the derivation of the rule; a concluding discussion; and
exploration of the concept's extensions. The author also introduces
new rules of thumb for topics such as sample size for ratio
analysis, absolute and relative risk, ANCOVA cautions, and
dichotomization of continuous variables. Additional features of the
Second Edition include:

* Additional rules on Bayesian topics

* New chapters on observational studies and Evidence-Based
Medicine (EBM)

* Additional emphasis on variation and causation

* Updated material with new references, examples, and sources

A related Web site provides a rich learning environment and
contains additional rules, presentations by the author, and a
message board where readers can share their own strategies and
discoveries. Statistical Rules of Thumb, Second
Edition is an ideal supplementary book for courses in
experimental design and survey research methods at the
upper-undergraduate and graduate levels. It also serves as an
indispensable reference for statisticians, researchers,
consultants, and scientists who would like to develop an
understanding of the statistical foundations of their research
efforts. A related website www.vanbelle.org provides additional
rules, author presentations and more.

Autor

GERALD van BELLE, PhD, is Professor in the Department of Biostatistics and the Department of Environmental and Occupational Health Sciences at the University of Washington. He is the author or coauthor of more than 130 journal articles and several books, including Biostatistics: A Methodology for the Health Sciences, also published by Wiley. A recipient of the 2003 Wiley Author of the Year Award (Mathematics and Statistics Section), Dr. van Belle is a Fellow of both the American Statistical Association and the American Association for the Advancement of Science.

Rezensionen

?This is a unique and effective contribution. Unlike some
statistical books, this is a truly enjoyable read.? (Doody?s
Reviews)

"For the applied researcher who does much of her or his own data
analysis, this book is a must-have. Even the applied statistician
would benefit from owning a copy of this collection. It is certain
that some 'rules' will be new, and the descriptions in the text can
come in quite handy when one i trying to explain a concept to a
non-statistician. In short, this collection of 'rules' is highly
recommended." (MAA Reviews, December 10, 2008)

"For the applied researcher who does much of her or his own data
analysis, this book is a must-have. Even the applied
statistician would benefit from owning a copy of this
collection. It is certain that some 'rules' will be new, and
the descriptions in the text can come in quite handy when one is
trying to explain a concept to a non-statistician. In short,
this collection of 'rules' is highly recommended." (MAA
Reviews, Dec 2008)

"The first edition was masterful, the second is beyond
wonderful. First-edition topics have been updated; new
chapters on observational studies and evidence-based medicine
broaden and deepen impact. A must read for all who
produce or read quantitative studies."

-Thomas A. Louis, PhD, Department of Biostatistics, Johns
Hopkins Bloomberg School of Public Health

"The first edition was masterful, the second is beyond
wonderful. First-edition topics have been updated; new
chapters on observational studies and evidence-based medicine
broaden and deepen impact. A must read for all who produce or
read quantitative studies."

--Thomas A. Louis, PhD, Department of Biostatistics, Johns
Hopkins Bloomberg School of Public Health

Produkt-Details

• Erscheint lt. Verlag: 20.9.2011
• Reihe/Serie: Wiley Series in Probability and Statistics
• Reihe/Serie: Wiley Series in Probability and Statistics
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Technik
• Schlagworte: Populärwissenschaftliche Statistik • Popular Interest Statistics • Populärwissenschaftliche Statistik • Statistics • Statistics - Text & Reference • Statistik • Statistik / Lehr- u. Nachschlagewerke
• ISBN-10: 1-118-21036-0 / 1118210360
• ISBN-13: 978-1-118-21036-9 / 9781118210369