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Searching for Rehabilitation in Nonparametric Regression Models with Exogenous Treatment Assignment
bootstrap GAIN nonparametric rehabilitation stochastic dominance treatment effects
2012/10/22
This paper offers some new directions in the analysis of nonparamertric models with exogenous treatment assignment. The nonparametric approach opens the door to the examination of potentially differen...
Testing for Nonparametric Identification of Causal Effects in the Presence of a Quasi-Instrument
testing endogeneity monotonicity potential outcomes
2012/10/23
The identification of average causal effects of a treatment in observational studies is typically based either on the unconfoundedness assumption or on the availability of an instrument. When availabl...
Aggregation without the Aggravation? Nonparametric Analysis of the Representative Consumer
revealed preference aggregation Gorman polar form GARP
2012/10/17
In the tradition of Afriat (1967), Diewert (1973) and Varian (1982), we provide a revealed preference characterisation of the representative consumer. Our results are simple and complement those of Go...
A Structural Labour Supply Model with Nonparametric Preferences
Labour supply nonparametrics structural model
2013/10/17
Nonparametric techniques are usually seen as a statistic device for data description and exploration, and not as a tool for estimating models with a richer economic structure, which are often required...
