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On a Likelihood Approach for Monte Carlo Integration

Tan, Zhiqiang - In: Journal of the American Statistical Association 99 (2004) December, pp. 1027-1036

Persistent link: https://www.econbiz.de/10005532597

Two-Stage Importance Sampling With Mixture Proposals

Li, Wentao; Tan, Zhiqiang; Chen, Rong - In: Journal of the American Statistical Association 108 (2013) 504, pp. 1350-1365

For importance sampling (IS), multiple proposals can be combined to address different aspects of a target distribution. There are various methods for IS with multiple proposals, including Hesterberg's stratified IS estimator, Owen and Zhou's regression estimator, and Tan's maximum likelihood...

Persistent link: https://www.econbiz.de/10010824056

Regression and Weighting Methods for Causal Inference Using Instrumental Variables

Tan, Zhiqiang - In: Journal of the American Statistical Association 101 (2006) December, pp. 1607-1618

Persistent link: https://www.econbiz.de/10005734197

A Distributional Approach for Causal Inference Using Propensity Scores

Tan, Zhiqiang - In: Journal of the American Statistical Association 101 (2006) December, pp. 1619-1637

Persistent link: https://www.econbiz.de/10005238797

Marginal and Nested Structural Models Using Instrumental Variables

Tan, Zhiqiang - In: Journal of the American Statistical Association 105 (2010) 489, pp. 157-169

Persistent link: https://www.econbiz.de/10008784108