newey_west_tsls: Compute 2SLS parameters and robust standard errors based on...
In lpirfs: Local Projections Impulse Response Functions
newey_west_tsls R Documentation
Compute 2SLS parameters and robust standard errors based on Newey-West
Description
Compute 2SLS parameters and robust standard errors based on Newey and West (1987).
Part of the function is based on the Matlab code by James P. LeSage.
Usage
newey_west_tsls(y, x, z, h)
Arguments
y
Numeric vector.
x
Numeric matrix.
z
Numeric matrix.
h
Integer.
Value
A list. The first element contains the estimated 2SLS parameters and the second element
the 2SLS-Newey-West covariance matrix of these parameters. The third element contains the estimated functions, the fourth element
the unscaled covariance matrix, the fifth element the meat estimator and the last element the ordinary covariance matrix of the
point estimates.
References
Newey, W.K., and West, K.D. (1987). “A Simple, Positive-Definite, Heteroskedasticity and
Autocorrelation Consistent Covariance Matrix.” Econometrica, 55, 703–708.
Wooldridge, J.M. (2002), Econometric Analysis of Cross Section and Panel Data, The MIT Press.
lpirfs documentation built on July 9, 2023, 6:35 p.m.
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| newey_west_tsls | R Documentation |
Compute 2SLS parameters and robust standard errors based on Newey-West
Description
Compute 2SLS parameters and robust standard errors based on Newey and West (1987). Part of the function is based on the Matlab code by James P. LeSage.
Usage
newey_west_tsls(y, x, z, h)
Arguments
y |
Numeric vector. |
x |
Numeric matrix. |
z |
Numeric matrix. |
h |
Integer. |
Value
A list. The first element contains the estimated 2SLS parameters and the second element the 2SLS-Newey-West covariance matrix of these parameters. The third element contains the estimated functions, the fourth element the unscaled covariance matrix, the fifth element the meat estimator and the last element the ordinary covariance matrix of the point estimates.
References
Newey, W.K., and West, K.D. (1987). “A Simple, Positive-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix.” Econometrica, 55, 703–708. Wooldridge, J.M. (2002), Econometric Analysis of Cross Section and Panel Data, The MIT Press.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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