INSTRUMENTAL VARIABLES ESTIMATION AND THE COEFFICIENT OF DETERMINATION

We first demonstrate that Instrumental Variables\n(IV) may be viewed as a two-step OLS estimator.\nSubsequently, we show that the coefficient of\ndetermination based on IV residuals does not lie\nbetween 0 and 1. As an alternative we suggest the\nuse of the coefficient of determination from the second\nstep of the two-step OLS interpretation of IV. The\nproperties of said R2 are investigated and its relationship\nto the R2 suggested by Carter and Nagar\nfor simultaneous equations is examined.

Publication Details

Journal
OpenMETU (Middle East Technical University)
Published
2024-09-30
Citations
1
Primary Topic
Efficiency Analysis Using DEA
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article
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article

INSTRUMENTAL VARIABLES ESTIMATION AND THE COEFFICIENT OF DETERMINATION

1 citations
OpenMETU (Middle East Technical University)
Efficiency Analysis Using DEA
article

INSTRUMENTAL VARIABLES ESTIMATION AND THE COEFFICIENT OF DETERMINATION

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1 citations

Abstract

We first demonstrate that Instrumental Variables\n(IV) may be viewed as a two-step OLS estimator.\nSubsequently, we show that the coefficient of\ndetermination based on IV residuals does not lie\nbetween 0 and 1. As an alternative we suggest the\nuse of the coefficient of determination from the second\nstep of the two-step OLS interpretation of IV. The\nproperties of said R2 are investigated and its relationship\nto the R2 suggested by Carter and Nagar\nfor simultaneous equations is examined.

OpenMETU (Middle East Technical University)
Openalex Percentile: Top 42%
Efficiency Analysis Using DEA
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INSTRUMENTAL VARIABLES ESTIMATION AND THE COEFFICIENT OF DETERMINATION · OpenMETU (Middle East Technical University) (2024) | TGRS Research Map | TGRS