Concepedia

Multiple Instrumental Variables

Multiple Instrumental Variables is a methodological framework in econometrics and causal inference that extends the instrumental variables approach by employing more than one instrument to identify and estimate causal effects, thereby improving efficiency and enabling tests of instrument validity under stronger assumptions.

49

Publications

8.8K

Citations

114

Authors

96

Institutions

Publications per year

2017–2026

18

Parents

Publications

49

The Estimation of Economic Relationships using Instrumental Variables

J. D. Sargan · Econometrica · 1958 · 3.4K citations

, , +16

Combining information on multiple instrumental variables in Mendelian randomization: comparison of allele score and summarized data methods

Stephen Burgess, Frank Dudbridge, Simon G. Thompson · Statistics in Medicine · 2015 · 1.3K citations · Full text

, , +17

A weak instrument <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.gif" display="inline" overflow="scroll"><mml:mi>F</mml:mi></mml:math>-test in linear IV models with multiple endogenous variables

Eleanor Sanderson, Frank Windmeijer · Journal of Econometrics · 2015 · 727 citations · Full text

, , +12

Multiple Experiments for the Causal Link between the Quantity and Quality of Children

Joshua D. Angrist, Victor Lavy, Analía Schlosser · Journal of Labor Economics · 2010 · 523 citations

, , +17

Bias in causal estimates from Mendelian randomization studies with weak instruments

Stephen Burgess, Simon G. Thompson · Statistics in Medicine · 2011 · 455 citations · Full text

, , +15

1–5 of 49

Authors

114

  1. ES
    Eleanor Sanderson

    University of Bristol, United Kingdom

    4 publications · 848 citations

    4

    h-index

  2. AT
    Alexander Torgovitsky

    University of Chicago, United States

    4 publications · 183 citations

    4

    h-index

  3. MM
    Magne Mogstad

    University of Chicago, United States

    4 publications · 183 citations

    4

    h-index

  4. CR
    Christopher R. Walters

    University of California, Berkeley, United States

    3 publications · 166 citations

    3

    h-index

  5. SB
    Stephen Burgess

    University of Cambridge, United Kingdom

    3 publications · 1.7K citations

    3

    h-index

1–5 of 114

Institutions

96

  1. University of Chicago

    Chicago, United States

    7 h-index

    10 publications

    403 citations

  2. University of Bristol

    Bristol, United Kingdom

    5 h-index

    15 publications

    2K citations

  3. University of California, Berkeley

    Berkeley, United States

    4 h-index

    8 publications

    401 citations

  4. Cemmap

    London, United Kingdom

    3 h-index

    5 publications

    875 citations

  5. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    6 publications

    2.8K citations

  6. MRC Biostatistics Unit

    Cambridge, United Kingdom

    2 h-index

    4 publications

    962 citations

  7. Royal Holloway University of London

    Egham, United Kingdom

    2 h-index

    2 publications

    635 citations

  8. Institute for Fiscal Studies

    London, United Kingdom

    2 h-index

    6 publications

    330 citations

1–8 of 96

Venues

  1. Journal of Econometrics

    3 publications · 758 citations

    3

    h-index

  2. SSRN Electronic Journal

    Repository · 3 publications · 107 citations

    3

    h-index

  3. Statistics in Medicine

    3 publications · 1.7K citations

    3

    h-index

  4. Econometrica

    2 publications · 3.4K citations

    2

    h-index

  5. Journal of Labor Economics

    JOLE · 2 publications · 914 citations

    2

    h-index

1–5