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
相关论文
共 50 条
  • [31] THE EFFICIENCY OF INTERNAL REGRESSION FOR THE FITTING OF THE EXPONENTIAL REGRESSION
    HARTLEY, HO
    BIOMETRIKA, 1959, 46 (3-4) : 293 - 295
  • [32] A two-way nesting framework for ocean models
    Herzfeld, M.
    Rizwi, F.
    ENVIRONMENTAL MODELLING & SOFTWARE, 2019, 117 : 200 - 213
  • [33] Discrete and continuous models for two-way data
    Vichi, M
    CLASSIFICATION, AUTOMATION, AND NEW MEDIA, 2002, : 139 - 147
  • [34] Two-way Fixed Effects Panel and Robustness Testing Model on Regional Economic Convergence
    Bi Kewei
    Zhang Yanhua
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2016, 9 (09): : 369 - 378
  • [35] Publisher Correction: A Two-way Crossed Effects Fuzzy Panel Linear Regression Model
    Gholamreza Hesamian
    Arne Johannssen
    International Journal of Computational Intelligence Systems, 18 (1)
  • [36] Testing for serial correlation and random effects in a two-way error component regression model
    Wu, Jianhong
    Zhu, Lixing
    ECONOMIC MODELLING, 2011, 28 (06) : 2377 - 2386
  • [37] Developing trimmed mean test statistics for two-way fixed-effects ANOVA models under variance heterogeneity and nonnormality
    Luh, WM
    JOURNAL OF EXPERIMENTAL EDUCATION, 1999, 67 (03): : 243 - 264
  • [38] Two-Way Transducers with a Two-Way Output Tape
    Carton, Olivier
    DEVELOPMENTS IN LANGUAGE THEORY (DLT 2012), 2012, 7410 : 263 - 272
  • [39] Tests for the existence of group effects and interactions for two-way models with dependent errors
    Yuichi Goto
    Kotone Suzuki
    Xiaofei Xu
    Masanobu Taniguchi
    Annals of the Institute of Statistical Mathematics, 2023, 75 : 511 - 532
  • [40] Tests for the existence of group effects and interactions for two-way models with dependent errors
    Goto, Yuichi
    Suzuki, Kotone
    Xu, Xiaofei
    Taniguchi, Masanobu
    ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2023, 75 (03) : 511 - 532