Model-based Methods for Robust Finite Population Inference in the Presence of External Information.

Keywords

Inference, Computer science, Population, Artificial intelligence, Sociology

References

• Penalized Spline Model-Based Estimation of the Finite Populations Total from Probability-Proportional-to-Size SamplesHui Zheng, R. J. A. Little — 2003
• Penalized Spline Nonparametric Mixed Models for Inference About a Finite Population Mean from Two-Stage SamplesHui Zheng, R. J. A. Little — 2003
• Applications of the Bayesian bootstrap in finite population inferenceMurray Aitkin — 2008
• Complex Surveys: A Guide to Analysis Using RThomas Lumley — 2010
• Calibration as a Standard Method for Treatment of NonresponseSixten Lundström — 1997
• Inference for the Population Total from Probability-Proportional-to-Size Samples Based on Predictions from a Penalized Spline Nonparametric ModelHui Zheng, R. J. A. Little — 2003
• Finite population sampling and inference : a prediction approachRichard Valliant, Alan H. Dorfman, Richard M. Royall — 2000
• Non‐parametric small area estimation using penalized spline regressionJean D. Opsomer, Gerda Claeskens, Maria Giovanna Ranalli — 2008
• DPpackage: Bayesian Semi- and Nonparametric Modeling in RAlejandro Jara, Timothy Hanson, Fernando A. Quintana — 2011
• Analysis of Complex Survey SamplesThomas Lumley — 2004
• Ignorable and informative designs in survey sampling inferenceR. A. Sugden, T. M. F. Smith — 1984
• Bayesian data analysis.John K. Kruschke — 2010
• On adaptive Markov chain Monte Carlo algorithmsYves F. Atchadé, Jeffrey S. Rosenthal — 2005
• Using Calibration Weighting to Adjust for Nonignorable Unit NonresponsePhillip S. Kott, Ted Chang — 2010
• Pattern-Mixture Models for Multivariate Incomplete DataRoderick J. A. Little — 1993
• INFERENCE AND MISSING DATADonald B. Rubin — 1975
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of ImagesStuart Geman, Donald Geman — 1984
• A Generalization of Sampling Without Replacement from a Finite UniverseDaniel G. Horvitz, Donovan J. Thompson — 1952
• Post-Stratification: A Modeler's PerspectiveRoderick J. A. Little — 1993
• Models for Nonresponse in Sample SurveysRoderick J. A. Little — 1982

Cited by

• Evaluation of treatment efficacy using a Bayesian mixture piecewise linear model of longitudinal biomarkersLili Zhao, Dai Feng, Brian Neelon — 2015
• Population Total Estimation in a Complex Survey by Nonparametric Model Calibration Using Penalty Function Method with Auxiliary Information Known at Cluster LevelsJaniffer Mwende Nthiwa, Ali Salim Islam, Pius Nderitu Kihara — 2020
• Nonparametric Penalized Spline Model Calibrated Estimator in Complex Survey with Known Auxiliary Information at Both Cluster and Element LevelsNthiwa Janiffer Mwende, Ali Salim Islam, Pius Nderitu Kihara — 2021
• Modeling racial/ethnic differences in COVID-19 incidence with covariates subject to nonrandom missingnessRob Trangucci, Yang Chen, Jon Zelner — 2022
• Robust Model-based Inference for Non-Probability SamplesAli Rafei, Michael R. Elliott, Carol Flannagan — 2022
• Modeling rates of disease with missing categorical data (preprint)BY Rob Trangucci, Yang Chen, J. Zelner — 2022

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