Econometric causality

被引：181

作者：

Heckman, James J. ^{[1
,2
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机构：

[1] Univ Chicago, Chicago, IL 60637 USA

[2] Amer Bar Fdn, Chicago, IL 60611 USA

[3] Univ Coll Dublin, Geary Inst, Dublin 2, Ireland

来源：

INTERNATIONAL STATISTICAL REVIEW | 2008年 / 76卷 / 01期

关键词：

causality; econometrics; Roy model; Neyman-Rubin model; subjective and objective evaluations; anticipated vs. realized outcomes; counterfactuals; treatment effects;

D O I：

10.1111/j.1751-5823.2007.00024.x

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

This paper presents the econometric approach to causal modelling. It is motivated by policy problems. New causal parameters are defined and identified to address specific policy problems. Economists embrace a scientific approach to causality and model the preferences and choices of agents to infer subjective (agent) evaluations as well as objective outcomes. Anticipated and realized subjective and objective outcomes are distinguished. Models for simultaneous causality are developed. The paper contrasts the Neyman-Rubin model of causality with the econometric approach.

引用

页码：1 / 27

页数：27

共 71 条

[1] Instrumental variables estimates of the effect of subsidized training on the quantiles of trainee earnings [J].

Abadie, A ;

Angrist, J ;

Imbens, G .

ECONOMETRICA, 2002, 70 (01) :91-117

[2]

Abbring JH, 2007, HBK ECON, V2, P5145, DOI 10.1016/S1573-4412(07)06072-2

[3] The nonparametric identification of treatment effects in duration models [J].

Abbring, JH ;

Van den Berg, GJ .

ECONOMETRICA, 2003, 71 (05) :1491-1517

[4]

ABBRING JH, 2007, IN PRESS ECONOMETRIC

[5]

Amemiya Takeshi., 1985, Advanced Econometrics

[6]

Angrist JD, 1996, J AM STAT ASSOC, V91, P444, DOI 10.2307/2291629

[7] 2-STAGE LEAST-SQUARES ESTIMATION OF AVERAGE CAUSAL EFFECTS IN MODELS WITH VARIABLE TREATMENT INTENSITY [J].

ANGRIST, JD ;

IMBENS, GW .

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (430) :431-442

[8]

[Anonymous], 1999, HDB LABOR EC, DOI [DOI 10.1016/S1573-4463(99)03012-6, 10.1016/S1573-4463(99)03012-6, DOI 10.1016/S1573-4463.(99)03012-6]

[9]

[Anonymous], 1958, Planning of Experiments

[10]

[Anonymous], 2001, HDB ECONOMETRICS

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