Observation and Experiment: An Introduction to Causal Inference - Couverture souple

Rosenbaum

 
9780674241633: Observation and Experiment: An Introduction to Causal Inference

Synopsis

A daily glass of wine prolongs life--yet alcohol can cause life-threatening cancer. Some say raising the minimum wage will decrease inequality while others say it increases unemployment. Scientists once confidently claimed that hormone replacement therapy reduced the risk of heart disease but now they equally confidently claim it raises that risk. What should we make of this endless barrage of conflicting claims?

Observation and Experiment is an introduction to causal inference by one of the field's leading scholars. An award-winning professor at Wharton, Paul Rosenbaum explains key concepts and methods through lively examples that make abstract principles accessible. He draws his examples from clinical medicine, economics, public health, epidemiology, clinical psychology, and psychiatry to explain how randomized control trials are conceived and designed, how they differ from observational studies, and what techniques are available to mitigate their bias.

"Carefully and precisely written...reflecting superb statistical understanding, all communicated with the skill of a master teacher."
--Stephen M. Stigler, author of The Seven Pillars of Statistical Wisdom

"An excellent introduction...Well-written and thoughtful...from one of causal inference's noted experts."
--Journal of the American Statistical Association

"Rosenbaum is a gifted expositor...an outstanding introduction to the topic for anyone who is interested in understanding the basic ideas and approaches to causal inference."
--Psychometrika

"A very valuable contribution...Highly recommended."
--International Statistical Review

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Paul R. Rosenbaum is Robert G. Putzel Professor of Statistics at the Wharton School and a Senior Fellow of the Leonard Davis Institute of Health Economics, University of Pennsylvania.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9780674975576: Observation and Experiment: An Introduction to Causal Inference

Edition présentée

ISBN 10 :  067497557X ISBN 13 :  9780674975576
Editeur : Harvard University Press, 2017
Couverture rigide