Differentiated products demand systems from a combination of micro and macro data: The new car market

被引:272
作者
Berry, S [1 ]
Levinsohn, J
Pakes, A
机构
[1] Yale Univ, New Haven, CT 06520 USA
[2] Natl Bur Econ Res, Cambridge, MA 02138 USA
[3] Univ Michigan, Ann Arbor, MI 48109 USA
[4] Harvard Univ, Cambridge, MA 02138 USA
基金
美国国家科学基金会;
关键词
D O I
10.1086/379939
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper, we consider how rich sources of information on consumer choice can help to identify demand parameters in a widely used class of differentiated products demand models. Most important, we show how to use "second-choice" data on automotive purchases to obtain good estimates of substitution patterns in the automobile industry. We use our estimates to make out-of-sample predictions about important recent changes in industry structure.
引用
收藏
页码:68 / 105
页数:38
相关论文
共 27 条
[1]  
Anderson S.P., 1992, DISCRETE CHOICE THEO
[2]   AUTOMOBILE PRICES IN MARKET EQUILIBRIUM [J].
BERRY, S ;
LEVINSOHN, J ;
PAKES, A .
ECONOMETRICA, 1995, 63 (04) :841-890
[3]  
BERRY S, 1999, AM ECON REV, V89, P189
[4]   ESTIMATING DISCRETE-CHOICE MODELS OF PRODUCT DIFFERENTIATION [J].
BERRY, ST .
RAND JOURNAL OF ECONOMICS, 1994, 25 (02) :242-262
[5]  
BERRY ST, 2001, 1337 YAL U COWL FDN
[6]   MAXIMUM-LIKELIHOOD ESTIMATOR FOR CHOICE-BASED SAMPLES [J].
COSSLETT, SR .
ECONOMETRICA, 1981, 49 (05) :1289-1316
[7]  
DAS S, 1995, MARKET TVS
[8]  
Domencich T.A., 1975, URBAN TRAVEL DEMAND
[9]   PRODUCT DIFFERENTIATION AND OLIGOPOLY IN INTERNATIONAL MARKETS - THE CASE OF THE UNITED-STATES AUTOMOBILE-INDUSTRY [J].
GOLDBERG, PK .
ECONOMETRICA, 1995, 63 (04) :891-951
[10]   LARGE SAMPLE PROPERTIES OF GENERALIZED-METHOD OF MOMENTS ESTIMATORS [J].
HANSEN, LP .
ECONOMETRICA, 1982, 50 (04) :1029-1054