1 Observational Studies.- 2 Randomized Experiments.- 3 Overt Bias in Observational Studies.- 4 Sensitivity to Hidden Bias.- 5 Models for Treatment Effects.- 6 Known Effects.- 7 Multiple Reference Groups in Case-Referent Studies.- 8 Multiple Control Groups.- 9 Coherence and Focused Hypotheses.- 10 Constructing Matched Sets and Strata.- 11 Planning an Observational Study.- 12 Some Strategic Issues.
2nd edition
"This second edition is about fifty percent larger than the
original. The flavour is the same. The book provides a thoughtful
discussion, at a mathematical and conceptual level, of what can and
cannot be learned from observational studies." ISI Short Book
Reviews, Vol. 22/2, August 2002 From reviews of the
First Edition:
"A fascinating book which combines elegant theory with good
practical advice on applications, including in-depth discussion of
many interesting examples from diverse fields."
Short Book Reviews of the International Statistical Institute
"Observational Studies" will be extremely useful to researchers and
graduate students in the biomedical and social sciences... The book
is well written in an area where clarity is difficult... It will
set a new standard for the analysis of observational studies."
Journal of the American Statistical Association
"Rosenbaum's text does a great job of merging the theoretical with
the practical, and provides a nice resource for a broad range of
researchers... Consultants and field researchers, particularly in
public health, will appreciate the examples and discussion of
different research designs."
The American Statistician
"Generously dispersed throughout the volume are fundamentally
important, but seldom explicitly recognized, insights about the
logic of research design. Virtually any reader will find much of
value in this book, especially concerning design issues."
Applied Psychological Measurement
"In summary, Observational Studies is an excellent book. It should
be widely and carefully read."
Journal of Educational and Behavioral Statistics
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