Instrumental Variables Before and LATEr

被引:1
|
作者
Kitagawa, Toru [1 ]
机构
[1] UCL, Dept Econ, London WC1E 6BT, England
关键词
Instrumental variables; treatment effect; treatment choice; IDENTIFICATION;
D O I
10.1214/14-STS494
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The modern formulation of the instrumental variable methods initiated the valuable interactions between economics and statistics literatures of causal inference and fueled new innovations of the idea. It helped resolving the long-standing confusion that the statisticians used to have on the method, and encouraged the economists to rethink how to make use of instrumental variables in policy analysis.
引用
收藏
页码:359 / 362
页数:4
相关论文
共 50 条
  • [21] Instrumental variables and wavelet decompositions
    Ramsey, James B.
    Gallegati, Marco
    Gallegati, Mauro
    Semmler, Willi
    ECONOMIC MODELLING, 2010, 27 (06) : 1498 - 1513
  • [22] Jackknife instrumental variables estimation
    Angrist, JD
    Imbens, GW
    Krueger, AB
    JOURNAL OF APPLIED ECONOMETRICS, 1999, 14 (01) : 57 - 67
  • [23] Genetic markers as instrumental variables
    von Hinke, Stephanie
    Smith, George Davey
    Lawlor, Debbie A.
    Propper, Carol
    Windmeijer, Frank
    JOURNAL OF HEALTH ECONOMICS, 2016, 45 : 131 - 148
  • [24] More on monotone instrumental variables
    Manski, Charles F.
    Pepper, John V.
    ECONOMETRICS JOURNAL, 2009, 12 (01): : S200 - S216
  • [25] Determinantal Generalizations of Instrumental Variables
    Weihs, Luca
    Robinson, Bill
    Dufresne, Emilie
    Kenkel, Jennifer
    Kubjas, Kaie
    McGee, Reginald, II
    Nhan Nguyen
    Robeva, Elina
    Drton, Mathias
    JOURNAL OF CAUSAL INFERENCE, 2018, 6 (01)
  • [26] On Searching for Generalized Instrumental Variables
    van der Zander, Benito
    Liskiewicz, Maciej
    ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 51, 2016, 51 : 1214 - 1222
  • [27] ISSUES IN INSTRUMENTAL VARIABLES ANALYSIS
    ALEXANDER, KL
    REILLY, TW
    FENNESSEY, J
    AMERICAN SOCIOLOGICAL REVIEW, 1981, 46 (06) : 937 - 941
  • [28] An introduction to instrumental variables for epidemiologists
    Greenland, S
    INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2000, 29 (04) : 722 - 729
  • [29] Use (and misuse) of instrumental variables
    Bagiella, Emilia
    JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2015, 150 (03): : 460 - 460
  • [30] INSTRUMENTAL VARIABLES ANALYSIS - REPLY
    CRAMER, JC
    AMERICAN SOCIOLOGICAL REVIEW, 1981, 46 (06) : 942 - 942