Social Choice with Partial Knowledge of Treatment Response

Economists have long sought to learn the effect of a "treatment" on some outcome of interest, just as doctors do with their patients. A central practical objective of research on treatment response is to provide decision makers with information useful in choosing treatments. Often the deci...

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Bibliographic Details
Main Author: Manski, Charles F.
Format: Electronic eBook
Language:English
Published: Princeton : Princeton University Press, 2005.
Series:The Econometric and Tinbergen Institutes Lectures.
Subjects:
Online Access:Connect to this title online (unlimited users allowed)
Table of Contents:
  • Cover Page
  • Half-title Page
  • Title Page
  • Copyright Page
  • Contents
  • Preface
  • 1. Utilitarian Treatment of Heterogeneous Populations
  • 1.1 Studying Treatment Response to Inform Treatment Choice
  • 1.2 The Planning Problem
  • 1.3 Practices that Limit the Usefulness of Research on Treatment Response
  • 2. The Selection Problem
  • 2.1 Treatment Choice Using the Empirical Evidence Alone
  • 2.2 Monotone Treatment Response
  • 2.3 Exclusion Restrictions
  • 3. Treatment Using Experimental Data
  • 3.1 The Expected Welfare (Risk) of a Statistical Treatment Rule
  • 3.2 Using a Randomized Experiment to Evaluate an Innovation
  • 3.3 Using Covariate Information with Data from a Randomized Experiment
  • 4. The Selection Problem with Sample Data
  • 4.1 Sample-Analog Rules Using the Empirical Evidence Alone
  • References