Fitting exponential regression models with two-way fixed effects

被引:3
|
作者
Jochmans, Koen [1 ]
Verardi, Vincenzo [2 ]
机构
[1] Univ Cambridge, Cambridge, England
[2] Univ Namur, Namur, Belgium
来源
STATA JOURNAL | 2020年 / 20卷 / 02期
基金
欧洲研究理事会;
关键词
st0604; twexp; twgravity; exponential regression; gravity model; panel data; two-way fixed effects; GRAVITY MODELS; PATENTS;
D O I
10.1177/1536867X20931006
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
In this article, we introduce the commandstwexpandtwgravity, which implement the estimators developed in Jochmans (2017,Review of Economics and Statistics99: 478-485) for exponential regression models with two-way fixed effects.twexpis applicable to genericnxmpanel data.twgravityis written for the special case where the dataset is a cross-section on dyadic interactions betweennagents. A prime example is cross-sectional bilateral trade data, where the model of interest is a gravity equation with importer and exporter effects. Bothtwexpandtwgravitycan deal with data wherenandmare large, that is, where there are many fixed effects. These commands use Mata and are fast to execute.
引用
收藏
页码:468 / 480
页数:13
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