High-Dimensional Model-Assisted Inference for Local Average Treatment Effects With Instrumental Variables

Journal of Business and Economic Statistics ◽

10.1080/07350015.2021.1970575 ◽

2021 ◽

pp. 1-13

Author(s):

Baoluo Sun ◽

Zhiqiang Tan

Keyword(s):

Instrumental Variables ◽

Treatment Effects ◽

High Dimensional ◽

Dimensional Model ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Tolerating defiance? Local average treatment effects without monotonicity

Quantitative Economics ◽

10.3982/qe601 ◽

2017 ◽

Vol 8 (2) ◽

pp. 367-396 ◽

Author(s):

Clément de Chaisemartin

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Identification and Estimation of Local Average Treatment Effects

10.3386/t0118 ◽

1995 ◽

Author(s):

Joshua Angrist ◽

Guido Imbens

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Identification and Estimation of Local Average Treatment Effects

Econometrica ◽

10.2307/2951620 ◽

1994 ◽

Vol 62 (2) ◽

pp. 467 ◽

Cited By ~ 1954

Author(s):

Guido W. Imbens ◽

Joshua D. Angrist

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Estimating local average treatment effects in aggregate data

Applied Economics Letters ◽

10.1080/13504851.2016.1226483 ◽

2016 ◽

Vol 24 (11) ◽

pp. 762-765 ◽

Author(s):

Nick Huntington-Klein

Keyword(s):

Treatment Effects ◽

Aggregate Data ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Inverse probability weighted estimation of local average treatment effects: A higher order MSE expansion

Statistics & Probability Letters ◽

10.1016/j.spl.2014.08.015 ◽

2014 ◽

Vol 95 ◽

pp. 132-138 ◽

Author(s):

Stephen G. Donald ◽

Yu-Chin Hsu ◽

Robert P. Lieli

Keyword(s):

Treatment Effects ◽

Higher Order ◽

Inverse Probability ◽

Average Treatment ◽

Average Treatment Effects ◽

Inverse Probability Weighted ◽

Local Average Treatment Effects ◽

Inverse Probability Weighted Estimation ◽

Local Average ◽

Weighted Estimation

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A Generalized Approach to Power Analysis for Local Average Treatment Effects

Statistical Science ◽

10.1214/19-sts732 ◽

2020 ◽

Vol 35 (2) ◽

pp. 254-271

Author(s):

Kirk Bansak

Keyword(s):

Power Analysis ◽

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Inference on Local Average Treatment Effects for Misclassified Treatment

SSRN Electronic Journal ◽

10.2139/ssrn.3065923 ◽

2017 ◽

Author(s):

Takahide Yanagi

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Partial Identification of Local Average Treatment Effects With an Invalid Instrument

Journal of Business and Economic Statistics ◽

10.1080/07350015.2013.822760 ◽

2013 ◽

Vol 31 (4) ◽

pp. 534-545 ◽

Author(s):

Carlos A. Flores ◽

Alfonso Flores-Lagunes

Keyword(s):

Treatment Effects ◽

Partial Identification ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Inference on local average treatment effects for misclassified treatment

Econometric Reviews ◽

10.1080/07474938.2018.1485833 ◽

2018 ◽

Vol 38 (8) ◽

pp. 938-960 ◽

Author(s):

Takahide Yanagi

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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Nonparametric IV estimation of local average treatment effects with covariates

Journal of Econometrics ◽

10.1016/j.jeconom.2006.06.004 ◽

2007 ◽

Vol 139 (1) ◽

pp. 35-75 ◽

Author(s):

Markus Frölich

Keyword(s):

Treatment Effects ◽

Average Treatment ◽

Iv Estimation ◽

Average Treatment Effects ◽

Local Average Treatment Effects ◽

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