-
1
-
-
60449086859
-
Dealing with limited overlap in estimation of average treatment effects
-
Crump, R., Hotz, V., Imbens, G., and Mitnik, O. (2009). Dealing with limited overlap in estimation of average treatment effects. Biometrika 96, 187-199.
-
(2009)
Biometrika
, vol.96
, pp. 187-199
-
-
Crump, R.1
Hotz, V.2
Imbens, G.3
Mitnik, O.4
-
2
-
-
1842533937
-
Functional restriction and efficiency in causal inference
-
Hahn, J. (2004). Functional restriction and efficiency in causal inference. The Review of Economics and Statistics 86, 73-76.
-
(2004)
The Review of Economics and Statistics
, vol.86
, pp. 73-76
-
-
Hahn, J.1
-
3
-
-
84987736345
-
The propensity score with continuous treatments
-
A. Gelman and X. Meng (eds), chapter 7. Chichester, UK: John Wiley & Sons, Ltd
-
Hirano, K. and Imbens, G. (2005). The propensity score with continuous treatments. In Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family, A. Gelman and X. Meng (eds), chapter 7. Chichester, UK: John Wiley & Sons, Ltd.
-
(2005)
Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family
-
-
Hirano, K.1
Imbens, G.2
-
4
-
-
4944223958
-
Causal inference with general treatment regimes: Generalizing the propensity score
-
Imai, K. and van Dyk, D. A. (2004). Causal inference with general treatment regimes: Generalizing the propensity score. Journal of the American Statistical Association 99, 854-866.
-
(2004)
Journal of the American Statistical Association
, vol.99
, pp. 854-866
-
-
Imai, K.1
van Dyk, D.A.2
-
5
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
Imbens, G. W. (2004). Nonparametric estimation of average treatment effects under exogeneity: A review. Review of Economics and Statistics 86, 4-29.
-
(2004)
Review of Economics and Statistics
, vol.86
, pp. 4-29
-
-
Imbens, G.W.1
-
6
-
-
31344479653
-
The dangers of extreme counterfactuals
-
King, G. and Zeng, L. (2005). The dangers of extreme counterfactuals. Political Analysis 14, 131-159.
-
(2005)
Political Analysis
, vol.14
, pp. 131-159
-
-
King, G.1
Zeng, L.2
-
7
-
-
4444230264
-
Stratification and weighting via the propensity score in estimation of causal treatment effects: A comparative study
-
Lunceford, J. K. and Davidian, M. (2004). Stratification and weighting via the propensity score in estimation of causal treatment effects: A comparative study. Statistics in Medicine 23, 2937-2960.
-
(2004)
Statistics in Medicine
, vol.23
, pp. 2937-2960
-
-
Lunceford, J.K.1
Davidian, M.2
-
8
-
-
84888862680
-
Estimation of regression coefficients when some regressors are not always observed
-
Robins, J. M., Rotnitzky, A., and Zhao, L. P. (1994). Estimation of regression coefficients when some regressors are not always observed. Journal of the American Statistical Association 89, 846-866.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 846-866
-
-
Robins, J.M.1
Rotnitzky, A.2
Zhao, L.P.3
-
9
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
Rosenbaum, P. R. and Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika 70, 41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
10
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum, P. R. and Rubin, D. B. (1984). Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association 79, 516-524.
-
(1984)
Journal of the American Statistical Association
, vol.79
, pp. 516-524
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
11
-
-
84950657856
-
Discussion of "Randomization analysis of experimental data: The Fisher randomization test" by Basu
-
Rubin, D. (1980). Discussion of "Randomization analysis of experimental data: The Fisher randomization test" by Basu. Journal of the American Statistical Association 75, 591-593.
-
(1980)
Journal of the American Statistical Association
, vol.75
, pp. 591-593
-
-
Rubin, D.1
-
12
-
-
57749105474
-
Average causal effects from nonrandomized studies: A practical guide and simulated example
-
Schafer, J. and Kang, J. (2008). Average causal effects from nonrandomized studies: A practical guide and simulated example. Psychological Methods 13, 279-313.
-
(2008)
Psychological Methods
, vol.13
, pp. 279-313
-
-
Schafer, J.1
Kang, J.2
-
13
-
-
67651042983
-
High-dimensional propensity score adjustment in studies of treatment effects using health care claims data
-
Schneeweiss, S., Rassen, J. A., Glynn, R. J., Avorn, J., Mogun, H., and Brookhart, M. A. (2009). High-dimensional propensity score adjustment in studies of treatment effects using health care claims data. Epidemiology 20, 512-522.
-
(2009)
Epidemiology
, vol.20
, pp. 512-522
-
-
Schneeweiss, S.1
Rassen, J.A.2
Glynn, R.J.3
Avorn, J.4
Mogun, H.5
Brookhart, M.A.6
-
14
-
-
77957806232
-
Matching methods for causal inference: A review and a look forward
-
Stuart, E. (2010). Matching methods for causal inference: A review and a look forward. Statistical Science 25, 1-21.
-
(2010)
Statistical Science
, vol.25
, pp. 1-21
-
-
Stuart, E.1
-
15
-
-
77955858058
-
Bounded, efficient and doubly robust estimation with inverse weighting
-
Tan, Z. (2010). Bounded, efficient and doubly robust estimation with inverse weighting. Biometrika 97, 661-682.
-
(2010)
Biometrika
, vol.97
, pp. 661-682
-
-
Tan, Z.1
-
16
-
-
79551580850
-
Causal inference for continuous-time processes when covariates are observed only at discrete times
-
Zhang, M., Joffe, M. M., and Small, D. S. (2011). Causal inference for continuous-time processes when covariates are observed only at discrete times. Annals of Statistics 39, 131-173.
-
(2011)
Annals of Statistics
, vol.39
, pp. 131-173
-
-
Zhang, M.1
Joffe, M.M.2
Small, D.S.3
|