Notice bibliographique
- Notice
Type(s) de contenu et mode(s) de consultation : Texte noté : sans médiation
Auteur(s) : Rosenbaum, Paul R.
Titre(s) : Observation and experiment [Texte imprimé] : an introduction to causal inference / Paul R. Rosenbaum
Publication : Cambridge, Massachusetts : Harvard university press, copyright 2017
Description matérielle : 1 vol. (XVI-374 p.) : ill. ; 25 cm
Note(s) : Notes bibliogr.
We hear that a glass of red wine prolongs life, that alcohol is a carcinogen, that
pregnant women should drink not a drop of alcohol. Major medical journals first claimed
that hormone replacement therapy reduces the risk of heart disease, then reversed
themselves and said it increases the risk of heart disease. What are the effects caused
by consuming alcohol or by receiving hormone replacement therapy? These are causal
questions, questions about the effects caused by treatments, policies or preventable
exposures. Some causal questions can be studied in randomized trials, in which a coin
is flipped to decide the treatment for the next experimental subject. Because randomized
trials are not always practical, nor always ethical, many causal questions are investigated
in non-randomized observational studies. The reversal of opinion about hormone replacement
therapy occurred when a randomized clinical trial contradicted a series of earlier
observational studies. Using minimal mathematics--high school algebra and coin flips--and
numerous examples, Observation and Experiment explains the key concepts and methods
of causal inference. Examples of randomized experiments and observational studies
are drawn from clinical medicine, economics, public health and epidemiology, clinical
psychology and psychiatry.
Sujet(s) : Sciences -- Expériences
Observation (méthode scientifique)
Inférence
Indice(s) Dewey :
001.434 (23e éd.) = Recherche - Méthode expérimentale
Identifiants, prix et caractéristiques : ISBN 9780674975576. - ISBN 067497557X (rel.)
Identifiant de la notice : ark:/12148/cb45492026w
Notice n° :
FRBNF45492026
(notice reprise d'un réservoir extérieur)
Table des matières : Part I. Randomized experiments. A randomized trial ; Structure ; Causal inference
in randomized experiments ; Irrationality and polio ; Part II. Observational studies.
Between observational studies and experiments ; Natural experiments ; Elaborate
theories ; Quasi-experimental devices ; Sensitivity to bias ; Design sensitivity
; Matching techniques ; Biases from general dispositions ; Instruments ; Conclusion.