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In this note, we propose to use sparse methods (e.g.
A new look at the statistical model identification
H. Akaike · 1974
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The non-linear two-stage least squares estimator
Takeshi Amemiya · 1974
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Some properties of a modification of the limited information estimator
Wayne A. Fuller · 1977
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Estimating the dimension of a model
G. Schwarz · 1978
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Causal inference, path analysis, and recursive structural equations models
P. Holland · 1986
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Simultaneous-equation estimation in a clinical trial of the effect of smoking on birth weight
T. Permutt and J. Hebel · 1989
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Efficient instrumental variables estimation of nonlinear models
Whitney K. Newey · 1990
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Does compulsory school attendance affect schooling and earnings?
J. D. Angrist and A. B. Krueger · 1991
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On estimating efficacy from clinical trials
A. Sommer and S. Zeger · 1991
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Alternative approximations to the distributions of instrumental variables estimators
Paul A. Bekker · 1994
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Sparse approximate solutions to linear systems
B. K. Natarajan · 1995
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Convergence rates and asymptotic normality for series estimators
Whitney K. Newey · 1997
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Econometrics in outcomes research: The use of instrumental variables
J. Newhouse and M. McClellan · 1998
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The colonial origins of comparative development: An empirical investigation
Daron Acemoglu, Simon Johnson, and James A. Robinson · 2001
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Instrumental variables and the search for identification: From supply and demand to natural experiments
J. D. Angrist and A. Krueger · 2001
Cited alongside, same era.
The impact of young workers on the aggregate labor market
Robert Shimer · 2001
Cited alongside, same era.
Selecting instrumental variables in a data rich environment
J. Bai and S. Ng · 2009
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Post- ℓ 1 \ell_{1} -penalized estimators in high-dimensional linear regression models
A. Belloni and V. Chernozhukov · 2009
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Simultaneous analysis of Lasso and Dantzig selector
P. J. Bickel, Y. Ritov, and A. B. Tsybakov · 2009
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Lasso-type recovery of sparse representations for high-dimensional data
N. Meinshausen and B. Yu · 2009
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High dimensional sparse econometric models: An introduction
A. Belloni and V. Chernozhukov · 2010
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Sparse models and methods for optimal instruments with an application to eminent domain
A. Belloni, V. Chernozhukov, and C. Hansen · 2010
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Estimation with weak instruments: Accuracy of higher-order bias and mse approximations
Jinyong Hahn, Jerry A. Hausman, and Guido M. Kuersteiner · 2004
Cited alongside, same era.
Identification of causal effects using instrumental variables
J. D. Angrist, G. W. Imbens, and D. B. Rubin · 2006
Cited alongside, same era.
The Dantzig selector: statistical estimation when p is much larger than n
E. Candes and T. Tao · 2007
Cited alongside, same era.
Estimation with many instrumental variables
Christian Hansen, Jerry Hausman, and Whitney K. Newey · 2008
Cited alongside, same era.
Square-root-lasso: Pivotal recovery of nonparametric regression functions via conic programming
A. Belloni, V. Chernozhukov, and L. Wang · 2010
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Square-root-lasso: Pivotal recovery of sparse signals via conic programming
A. Belloni, V. Chernozhukov, and L. Wang · 2010
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Does forbidding sexual harassment exacerbate gender inequality
D. L. Chen and J. Sethi · 2010
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A note on complexity of l p l_{p} minimization
D. Ge, X. Jiang, and Y. Ye · 2010
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