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~accessRights:"free"
~isPartOf:"NBER technical working paper series"
~isPartOf:"cemmap working paper"
~person:"Abdulai, Awudu"
~person:"Aysan, Ahmet Faruk"
~person:"Bang, James T."
~person:"Heckman, James J."
~subject:"Schätzung"
~subject:"Theorie"
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Abdulai, Awudu
Aysan, Ahmet Faruk
Bang, James T.
Heckman, James J.
Buiter, Willem H.
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Diebold, Francis X.
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Instrumental Variables, Selection Models, and Tight Bounds on the Average Treatment Effect
Heckman, James J.
-
2000
This paper exposits and relates two distinct approaches to bounding the average treatment effect. One approach, based on instrumental variables, is due to Manski (1990, 1994), who derives tight bounds on the average treatment effect under a mean independence form of the instrumental variables...
Persistent link: https://www.econbiz.de/10012470929
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2
The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds
Cunha, Flavio
-
2007
This paper extends the widely used ordered choice model by introducing stochastic thresholds and interval-specific outcomes. The model can be interpreted as a generalization of the GAFT (MPH) framework for discrete duration data that jointly models durations and outcomes associated with...
Persistent link: https://www.econbiz.de/10012465387
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3
Instrumental Variables : A Cautionary Tale
Heckman, James J.
-
1995
This paper considers the use of instrumental variables to estimate the mean effect of treatment on the treated. It reviews previous work on this topic by Heckman and Robb (1985, 1986) and demonstrates that (a) unless the effect of treatment is the same for everyone (conditional on observables),...
Persistent link: https://www.econbiz.de/10012473631
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4
Randomization as an Instrumental Variable
Heckman, James J.
-
1995
This paper discusses how randomized social experiments operate as an instrumental variable. For two types of randomization schemes, the fundamental experimental estimation equations are derived from the principle that experiments equate bias in control and experimental samples. Using...
Persistent link: https://www.econbiz.de/10012473632
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5
Randomization and Social Policy Evaluation
Heckman, James J.
-
1991
This paper considers the recent case for randomized social experimentation and contrasts it with older cases for social experimentation. The recent case eschews behavioral models, assumes that certain mean differences in outcomes are the parameters of interest to evaluators and assumes that...
Persistent link: https://www.econbiz.de/10012475241
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6
Identifying hedonic models
Ekeland, Ivar
;
Heckman, James J.
;
Nesheim, Lars
-
2001
, Sherwin Rosen, 1974 and Dennis Epple, 1987, for contributions to this literature). While the
theory
is well formulated, and …
Persistent link: https://www.econbiz.de/10010318466
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7
Simulation and estimation of hedonic models
Heckman, James J.
;
Matzkin, Rosa Liliana
;
Nesheim, Lars P.
-
2003
Persistent link: https://www.econbiz.de/10010318494
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8
Dynamic policy analysis
Abbring, Jaap H.
;
Heckman, James J.
-
2008
This chapter studies the microeconometric treatment-effect and structural approaches to dynamic policy evaluation. First, we discuss a reduced-form approach based on a sequential randomization or dynamic matching assumption that is popular in biostatistics. We then discuss two complementary...
Persistent link: https://www.econbiz.de/10010318543
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9
Identification and estimation of hedonic models
Ekeland, Ivar
;
Heckman, James J.
;
Nesheim, Lars
-
2002
This paper considers the identification and estimation of hedonic models. We establish that technology and preferences in a separable version of the hedonic model are generically identified up to affine transformations from data on demand and supply in a single hedonic market. For a very general...
Persistent link: https://www.econbiz.de/10010318545
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10
Estimating the technology of cognitive and noncognitive skill formation
Cunha, Flavio
;
Heckman, James J.
;
Schennach, Susanne M.
-
2010
This paper formulates and estimates multistage production functions for children's cognitive and noncognitive skills. Skills are determined by parental environments and investments at different stages of childhood. We estimate the elasticity of substitution between investments in one period and...
Persistent link: https://www.econbiz.de/10010288377
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