“Robust-Squared” Imputation Models Using Bart
暂无分享,去创建一个
[1] R. Subramanian,et al. TRANSITIONING TO MULTIPLE IMPUTATION - A NEW METHOD TO ESTIMATE MISSING BLOOD ALCOHOL CONCENTRATION (BAC) VALUES IN FARS , 2002 .
[2] Dandan Xu,et al. Sequential BART for imputation of missing covariates. , 2016, Biostatistics.
[3] K. Imai,et al. Covariate balancing propensity score , 2014 .
[4] Chuanhai Liu. Robit Regression: A Simple Robust Alternative to Logistic and Probit Regression , 2005 .
[5] Joseph Kang,et al. Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data , 2007, 0804.2958.
[6] Roderick J. A. Little,et al. Multiple Imputation for the Fatal Accident Reporting System , 1991 .
[7] J. Robins,et al. Estimation of Regression Coefficients When Some Regressors are not Always Observed , 1994 .
[8] David Haziza,et al. Doubly robust inference with missing data in survey sampling , 2014 .
[9] Erich Barke,et al. Improving Efficiency and Robustness of Analog Behavioral Models , 2007 .
[10] Michael R Elliott,et al. Synthetic Multiple-Imputation Procedure for Multistage Complex Samples , 2016, Journal of official statistics.
[11] Michael R Elliott,et al. Multiple Imputation in Two-Stage Cluster Samples Using The Weighted Finite Population Bayesian Bootstrap. , 2016, Journal of survey statistics and methodology.
[12] W. Wong,et al. The calculation of posterior distributions by data augmentation , 1987 .
[13] H. Chipman,et al. BART: Bayesian Additive Regression Trees , 2008, 0806.3286.
[14] Peisong Han,et al. A further study of the multiply robust estimator in missing data analysis , 2014 .
[15] Jae Kwang Kim,et al. Imputation using response probability , 2006 .
[16] R. Tibshirani,et al. Bayesian backfitting (with comments and a rejoinder by the authors , 2000 .
[17] D. Rubin,et al. MULTIPLE IMPUTATION OF MISSING BLOOD ALCOHOL CONCENTRATION (BAC) VALUES IN FARS , 1998 .
[18] Radu V. Craiu,et al. Nonparametric imputation method for nonresponse in surveys , 2016, Statistical Methods & Applications.
[19] S. Chib,et al. Bayesian analysis of binary and polychotomous response data , 1993 .
[20] D. Rubin,et al. Statistical Analysis with Missing Data. , 1989 .
[21] Roderick J. A. Little,et al. Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data , 2002 .
[22] V. Rocková,et al. Posterior Concentration for Bayesian Regression Trees and their Ensembles , 2017 .
[23] Guangyu Zhang,et al. Extensions of the Penalized Spline of Propensity Prediction Method of Imputation , 2009, Biometrics.
[24] Sixia Chen,et al. Multiply robust imputation procedures for the treatment of item nonresponse in surveys , 2017 .
[25] R. Little,et al. Robust Likelihood-based Analysis of Multivariate Data with Missing Values , 2003 .
[26] Adam Kapelner,et al. Prediction with missing data via Bayesian Additive Regression Trees , 2013, ArXiv.
[27] T M Klein,et al. A METHOD FOR ESTIMATING POSTERIOR BAC DISTRIBUTIONS FOR PERSONS INVOLVED IN FATAL TRAFFIC ACCIDENTS , 1986 .
[28] B. Ripley,et al. Semiparametric Regression: Preface , 2003 .
[29] James Hedlund. Traffic safety performance measures for states and federal agencies , 2008 .
[30] Hao Wang,et al. Bayesian quantile additive regression trees , 2016, 1607.02676.
[31] Jerome P. Reiter,et al. The importance of modeling the sampling design in multiple imputation for missing data , 2006 .
[32] Lu Wang,et al. Estimation with missing data: beyond double robustness , 2013 .
[33] Andrew J Copas,et al. Combining Multiple Imputation and Inverse-Probability Weighting , 2012, Biometrics.
[34] Russell V. Lenth,et al. Statistical Analysis With Missing Data (2nd ed.) (Book) , 2004 .
[35] D. Cox,et al. An Analysis of Transformations , 1964 .