内生性
工具变量
会计
会计研究
公司治理
计量经济学
经济
高管薪酬
收益
盈余管理
估计
变量
统计
数学
财务
管理
作者
David F. Larcker,Tjomme O. Rusticus
标识
DOI:10.1016/j.jacceco.2009.11.004
摘要
Instrumental variable (IV) methods are commonly used in accounting research (e.g., earnings management, corporate governance, executive compensation, and disclosure research) when the regressor variables are endogenous. While IV estimation is the standard textbook solution to mitigating endogeneity problems, the appropriateness of IV methods in typical accounting research settings is not obvious. Drawing on recent advances in statistics and econometrics, we identify conditions under which IV methods are preferred to OLS estimates and propose a series of tests for research studies employing IV methods. We illustrate these ideas by examining the relation between corporate disclosure and the cost of capital.
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