Schedule of presentations - mloop/mrp-jc GitHub Wiki
June 25: Gelman A, Little TC. Poststratification into many categories using hierarchical logistic regression. Surv Methodol. 1997;23:127β35. (Matthew)
July 9: Lumley T, Scott A. Fitting Regression Models to Survey Data. Stat Sci. Institute of Mathematical Statistics; 2017;32:265β78. (Mike)
July 16: Gelman A. Struggles with Survey Weighting and Regression Modeling. Stat Sci. Institute of Mathematical Statistics; 2007;22:153β64. (Taylor)
July 23: Little RJA. Post-Stratification: A Modelerβs Perspective. J Am Stat Assoc. Taylor & Francis; 1993;88:1001β12. (Matthew)
August 6: Park DK, Gelman A, Bafumi J. Bayesian Multilevel Estimation with Poststratification: State-Level Estimates from National Polls. Polit Anal. Cambridge University Press; 2004;12:375β85. (Mike)
August 13: Si Y, Pillai NS, Gelman A. Bayesian Nonparametric Weighted Sampling Inference. Bayesian Anal. International Society for Bayesian Analysis; 2015;10:605β25. (Taylor)
August 20: Liu B, Lahiri P, Kalton G. Hierarchical Bayes modeling of survey-weighted small area proportions. Proceedings of the American Statistical Association, Survey Research Section. asasrms.org; 2007. p. 3181β6.
August 27: Kunihama T, Herring AH, Halpern CT, Dunson DB. Nonparametric Bayes modeling with sample survey weights. Stat Probab Lett. Elsevier; 2016;113:41β8.
September 3: Little RJ. Calibrated Bayes, an inferential paradigm for official statistics in the era of big data. Statistical Journal of the IAOS. IOS Press; 2015;31:555β63. (Taylor Krajewski)
September 10: Lu H, Gelman A. A method for estimating design-based sampling variances for surveys with weighting, poststratification, and raking. J Off Stat. Statistics Sweden (SCB); 2003;19:133. (Mike Nodzenski)
September 17: Rabe-Hesketh S, Skrondal A. Multilevel modelling of complex survey data. J Royal Statistical Soc A. 2006;169:805β27.
September 24:Kim JK, Wang Z, Zhu Z, Cruze NB. Combining Survey and Non-survey Data for Improved Sub-area Prediction Using a Multi-level Model. J Agric Biol Environ Stat. 2018;23:175β89.