mvdcmp: Multivariate decomposition for nonlinear response models

被引:241
作者
Powers, Daniel A. [1 ]
Yoshioka, Hirotoshi [1 ]
Yun, Myeong-Su [2 ]
机构
[1] Univ Texas Austin, Dept Sociol, Populat Res Ctr, Austin, TX 78712 USA
[2] Tulane Univ, Dept Econ, New Orleans, LA 70118 USA
关键词
st0241; mvdcmp; multivariate decomposition; Oaxaca-Blinder decomposition; DETAILED WAGE DECOMPOSITIONS; BLINDER-OAXACA DECOMPOSITION; REGRESSION MODELS; DISCRIMINATION; IDENTIFICATION; MORTALITY; UNIONISM; BEHAVIOR; GAP;
D O I
10.1177/1536867X1101100404
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
We developed a general-purpose multivariate decomposition command for nonlinear response models that incorporates several recent contributions to overcome various problems dealing with path dependence and identification. This work extends existing Stata packages in important ways by including additional models and allowing for weights and model offsets.
引用
收藏
页码:556 / 576
页数:21
相关论文
共 45 条
[1]  
Agresti A, 2013, Categorical data analysis, V3rd
[2]  
Althauser R.P., 1972, Sociological Methods and Research, V1, P97, DOI DOI 10.1093/poq/nfn017
[3]  
[Anonymous], 2013, Regression Analysis of Count Data
[4]  
[Anonymous], 2018, Econometric Analysis, DOI DOI 10.1093/GERONB/GBQ006
[5]  
Bartus T., 2006, UK STAT US GROUP M P
[6]   Gender differences in smoking behavior [J].
Bauer, Thomas ;
Goehlmann, Silja ;
Sinning, Mathias .
HEALTH ECONOMICS, 2007, 16 (09) :895-909
[7]   WAGE DISCRIMINATION - REDUCED FORM AND STRUCTURAL ESTIMATES [J].
BLINDER, AS .
JOURNAL OF HUMAN RESOURCES, 1973, 8 (04) :436-455
[8]  
Blumen Isadore., 1955, IND MOBILITY LABOR P
[9]   Racial and ethnic disparities in the use of drug therapy [J].
Bowblis, John R. ;
Yun, Myeong-Su .
SOCIAL SCIENCE RESEARCH, 2010, 39 (04) :674-684
[10]  
Coleman J. S., 1971, NOTE DECOMPOSI UNPUB