Causal inference for binary regression with observational data
Special problems arise when trying to do causal inference for binary regression with observational data; we will examine some of these problems and critically examine several common and not-so-common solutions.
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- Austin Nichols, 2009. "Causal inference," DC09 Stata Conference 8, Stata Users Group.
- Parke Wilde & Mark Nord, 2005. "The Effect of Food Stamps on Food Security: A Panel Data Approach ," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(3), pages 425-432.
- Azeem M. Shaikh & Edward J. Vytlacil, 2011. "Partial Identification in Triangular Systems of Equations With Binary Dependent Variables," Econometrica, Econometric Society, vol. 79(3), pages 949-955, 05.
- James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
- Wilde, Joachim, 2005.
"A note on GMM-estimation of probit models with endogenous regressors,"
IWH Discussion Papers
4/2005, Halle Institute for Economic Research (IWH).
- Joachim Wilde, 2008. "A note on GMM estimation of probit models with endogenous regressors," Statistical Papers, Springer, vol. 49(3), pages 471-484, July.
- Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-29, October.
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