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Identification of Endogenous Social Effects: The Reflection Problem
- C. Manski
- Economics
- 1 July 1993
This paper examines the reflection problem that arises when a researcher observing the distribution of behaviour in a population tries to infer whether the average behaviour in some group influences…
MAXIMUM SCORE ESTIMATION OF THE STOCHASTIC UTILITY MODEL OF CHOICE
- C. Manski
- Mathematics, Economics
- 1 August 1975
Identification Problems in the Social Sciences
Methodological research in the social sciences aims to learn what conclusions can and cannot be drawn given empirically relevant combinations of assumptions and data. Methodologists have long found…
Nonparametric Bounds on Treatment Effects
- C. Manski
- Psychology
- 1989
Assume that each member of a population is characterized by values for the variables (YA, YB' Z, x). Here x is a vector describing a person and z is a binary variable indicating which of two…
Monotone Instrumental Variables with an Application to the Returns to Schooling
Econometric analyses of treatment response commonly use instrumental variable (IV) assumptions to identify treatment effects. Yet the credibility of IV assumptions is often a matter of considerable…
The structure of random utility models
- C. Manski
- Geology
- 1 July 1977
I am grateful to Joseph B. Kadane for numerous constructive suggestions offered during discussions of this research. The financial sponsorship of the U.S. Department of Transportation through grant…
Confidence Intervals for Partially Identified Parameters
Recently a growing body of research has studied inference in settings where parameters of interest are partially identified. In many cases the parameter is real-valued and the identification region…
Semiparametric analysis of discrete response: Asymptotic properties of the maximum score estimator
- C. Manski
- Mathematics
- 1 March 1985
The Estimation of Choice Probabilities from Choice Based Samples
Ti-H CONCERN of this paper is the estimation of the parameters of a probabilistic choice model when choices rather than decision makers are sampled. Existing estimation methods presuppose an…
Inference on Regressions with Interval Data on a Regressor or Outcome
This paper examines inference on regressions when interval data are available on one variable, the other variables being measured precisely. Let a population be characterized by a distribution…
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