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@article{keiding2018,
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  pages = {null}
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@article{zhang2011a,
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@article{zhang2009,
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@article{rosenbaum1987,
  title = {Model-{{Based Direct Adjustment}}},
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@article{dever2016,
  title = {General {{Regression Estimation Adjusted}} for {{Undercoverage}} and {{Estimated Control Totals}}},
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  journal = {Journal of Survey Statistics and Methodology},
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  pages = {289-318}
}

@article{austin2015a,
  title = {Moving towards Best Practice When Using Inverse Probability of Treatment Weighting ({{IPTW}}) Using the Propensity Score to Estimate Causal Treatment Effects in Observational Studies},
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@article{cole2008,
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@article{mercer2018,
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@article{dutwin2017,
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  issn = {0033-362X},
  shorttitle = {Apples to {{Oranges}} or {{Gala}} versus {{Golden Delicious}}?},
  language = {en},
  number = {S1},
  journal = {Public Opinion Quarterly},
  author = {Dutwin, David and Buskirk, Trent D.},
  year = {2017},
  pages = {213-239}
}

@book{ghosh1997,
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  year = {1997}
}

@article{heinze2018,
  title = {Variable Selection - {{A}} Review and Recommendations for the Practicing Statistician},
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  author = {Heinze, Georg and Wallisch, Christine and Dunkler, Daniela},
  year = {2018}
}

@article{si2017,
  archivePrefix = {arXiv},
  eprinttype = {arxiv},
  eprint = {1707.08220},
  primaryClass = {stat},
  title = {Bayesian Hierarchical Weighting Adjustment and Survey Inference},
  journal = {arXiv:1707.08220 [stat]},
  author = {Si, Yajuan and Trangucci, Rob and Gabry, Jonah Sol and Gelman, Andrew},
  month = jul,
  year = {2017}
}

@article{tan2018,
  archivePrefix = {arXiv},
  eprinttype = {arxiv},
  eprint = {1801.03147},
  primaryClass = {stat},
  title = {"{{Robust}}-Squared" {{Imputation Models Using BART}}},
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  author = {Tan, Yaoyuan V. and Flannagan, Carol A. C. and Elliott, Michael R.},
  month = jan,
  year = {2018}
}

@article{mccaffrey2004,
  title = {Propensity {{Score Estimation With Boosted Regression}} for {{Evaluating Causal Effects}} in {{Observational Studies}}},
  volume = {9},
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  author = {McCaffrey, Daniel F. and Ridgeway, Greg and Morral, Andrew R.},
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  pages = {403-425}
}

@article{xu2016,
  title = {Sequential {{BART}} for Imputation of Missing Covariates},
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  author = {Xu, Dandan and Daniels, Michael J. and Winterstein, Almut G.},
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  year = {2016},
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  pmid = {26980459},
  pmcid = {PMC4915613}
}

@article{rockova2017,
  archivePrefix = {arXiv},
  eprinttype = {arxiv},
  eprint = {1708.08734},
  primaryClass = {math, stat},
  title = {Posterior {{Concentration}} for {{Bayesian Regression Trees}} and Their {{Ensembles}}},
  journal = {arXiv:1708.08734 [math, stat]},
  author = {Rockova, Veronika and {van der Pas}, Stephanie},
  month = aug,
  year = {2017}
}

@article{scharfstein1999,
  title = {Adjusting for {{Nonignorable Drop}}-{{Out Using Semiparametric Nonresponse Models}}},
  volume = {94},
  issn = {0162-1459},
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}

@article{little2004a,
  title = {{{ROBUST LIKELIHOOD}}-{{BASED ANALYSIS OF MULTIVARIATE DATA WITH MISSING VALUES}}},
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  number = {3},
  journal = {Statistica Sinica},
  author = {Little, Roderick and An, Hyonggin},
  year = {2004},
  pages = {949-968}
}

@article{zotero-2796,
  title = {1106.2697}
}

@article{rubin1981,
  title = {The {{Bayesian Bootstrap}}},
  volume = {9},
  issn = {0090-5364, 2168-8966},
  language = {EN},
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  pages = {130-134}
}

@article{zotero-2801,
  title = {{{limBayes}}-3}
}

@article{cavari2018,
  title = {Polarized {{Mass}} or {{Polarized Few}}? {{Assessing}} the {{Parallel Rise}} of {{Survey Nonresponse}} and {{Measures}} of {{Polarization}}},
  journal = {The Journal of Politics},
  author = {Cavari, Amnon and Freedman, Guy},
  year = {2018},
  pages = {000-000}
}

@book{mcculloch2018,
  title = {{{BART}}: {{Bayesian Additive Regression Trees}}},
  author = {McCulloch, Robert and Sparapani, Rodney and Gramacy, Robert and Spanbauer, Charles and Pratola, Matthew},
  year = {2018},
  note = {R package version 1.5}
}

@article{lee2017,
  title = {Comment on {{Theory}} and {{Practice}} in {{Nonprobability Surveys}}: {{Parallels Between Causal Inference}} and {{Survey Inference}}},
  volume = {81},
  issn = {0033-362X},
  language = {en},
  number = {S1},
  journal = {Public Opinion Quarterly},
  author = {Lee, Sunghee and Suzer-Gurtekin, Z. Tuba and Lepkowski, James M.},
  month = apr,
  year = {2017},
  pages = {274-275}
}

@book{rcoreteam2017,
  address = {Vienna, Austria},
  title = {R: {{A Language}} and {{Environment}} for {{Statistical Computing}}},
  author = {{R Core Team}},
  year = {2017},
  organization = {R Foundation for Statistical Computing}
}

@incollection{rosenbaum2005c,
  address = {Chichester, UK},
  title = {Sensitivity {{Analysis}} in {{Observational Studies}}},
  isbn = {978-0-470-86080-9 978-0-470-01319-9},
  language = {en},
  booktitle = {Encyclopedia of {{Statistics}} in {{Behavioral Science}}},
  publisher = {{John Wiley \& Sons}},
  author = {Rosenbaum, Paul R.},
  editor = {Everitt, Brian S. and Howell, David C.},
  year = {2005},
  pages = {1809-1814}
}

@article{squire1988,
  title = {Why the 1936 {{Literary Digest Poll Failed}}},
  volume = {52},
  issn = {0033-362X},
  number = {1},
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  author = {Squire, Peverill},
  year = {1988},
  pages = {125-133}
}

@article{lusinchi2012,
  title = {"{{President}}" {{Landon}} and the 1936 {{Literary Digest Poll}}: {{Were Automobile}} and {{Telephone Owners}} to {{Blame}}?},
  volume = {36},
  issn = {1527-8034},
  shorttitle = {"{{President}}" {{Landon}} and the 1936 {{Literary Digest Poll}}},
  language = {en},
  number = {1},
  journal = {Social Science History},
  author = {Lusinchi, Dominic},
  month = apr,
  year = {2012},
  pages = {23-54}
}

@article{sturgis,
  title = {Report of the {{Inquiry}} into the 2015 {{British}} General Election Opinion Polls},
  author = {Sturgis, Professor Patrick and Baker, Dr Nick and Callegaro, Dr Mario and Fisher, Dr Stephen and Kuha, Dr Jouni and Lauderdale, Dr Ben and Smith, Dr Patten},
  pages = {120}
}

@article{converse1987,
  title = {Changing {{Conceptions}} of {{Public Opinion}} in the {{Political Process}}},
  volume = {51},
  issn = {0033-362X},
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  year = {1987},
  pages = {S12-S24}
}

@book{converse1987a,
  address = {Berkeley},
  title = {Survey {{Research}} in the {{United States}}: {{Roots}} and {{Emergence}} 1890-1960},
  shorttitle = {Survey {{Research}} in the {{United States}}},
  language = {English},
  publisher = {{University of California Press}},
  author = {Converse, Jean M.},
  year = {1987}
}

@article{lusinchi2017,
  title = {The {{Rhetorical Use}} of {{Random Sampling}}: {{Crafting}} and {{Communicating}} the {{Public Image}} of {{Polls}} as a {{Science}} (1935-1948)},
  volume = {53},
  number = {2},
  journal = {Journal of the History of the Behavioral Sciences},
  author = {Lusinchi, Dominic},
  year = {2017},
  pages = {113-132}
}

@article{warrenj.mitofsky1998,
  title = {Review: {{Was}} 1996 a {{Worse Year}} for {{Polls Than}} 1948?},
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  number = {2},
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  author = {Warren J. Mitofsky},
  year = {1998},
  pages = {230-249}
}

@article{hillygus2011,
  title = {The {{Evolution}} of {{Election Polling}} in the {{United States}}},
  volume = {75},
  issn = {0033-362X},
  language = {en},
  number = {5},
  journal = {Public Opinion Quarterly},
  author = {Hillygus, D. Sunshine},
  month = dec,
  year = {2011},
  pages = {962-981}
}

@book{mosteller2010,
  address = {New York},
  title = {The Pleasures of Statistics: An Autobiography of {{Frederick Mosteller}}},
  isbn = {978-0-387-77955-3 978-0-387-77956-0},
  lccn = {QA276.157.M67 A3 2010},
  shorttitle = {The Pleasures of Statistics},
  publisher = {{Springer}},
  author = {Mosteller, Frederick},
  editor = {Fienberg, Stephen E. and Hoaglin, David C. and Tanur, Judith M.},
  year = {2010},
  note = {OCLC: ocn456903796}
}

@book{mosteller1949,
  address = {New York},
  title = {The {{Pre}}-{{Election Polls}} of 1948: {{Report}} to the {{Committee}} on {{Analysis}} of {{Pre}}-{{Election Polls}} and {{Forecasts}}},
  publisher = {{Social Science Research Council}},
  author = {Mosteller, H., Frederick and McCarthy, P., Hyman and Marks, Eli S. and Truman, David B. and Doob, Leonard W. and MacRae, Duncan and Stephan, Frederick F. and Stouffer, Samuel A. and Wilks, S.S.},
  year = {1949}
}

@article{neyman1934,
  title = {On the {{Two Different Aspects}} of the {{Representative Method}}: {{The Method}} of {{Stratified Sampling}} and the {{Method}} of {{Purposive Selection}}},
  volume = {97},
  issn = {09528385},
  shorttitle = {On the {{Two Different Aspects}} of the {{Representative Method}}},
  number = {4},
  journal = {Journal of the Royal Statistical Society},
  author = {Neyman, Jerzy},
  year = {1934},
  pages = {558-625}
}

@book{hansen1953,
  address = {New York},
  title = {Sample {{Survey Methods And Theory}}},
  publisher = {{John Wiley \& Sons}},
  author = {Hansen, Morris H. and Hurwitz, William N. and Maddow, William G.},
  year = {1953}
}

@book{groves2009,
  address = {Hoboken},
  edition = {4},
  title = {Survey {{Methodology}}},
  publisher = {{John Wiley \& Sons}},
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  year = {2009}
}

@article{sarndal1978,
  title = {Design-{{Based}} and {{Model}}-{{Based Inference}} in {{Survey Sampling}} [with {{Discussion}} and {{Reply}}]},
  volume = {5},
  issn = {0303-6898},
  number = {1},
  journal = {Scandinavian Journal of Statistics},
  author = {S{\"a}rndal, Carl-Erik and Thomsen, Ib and Hoem, Jan M. and Lindley, D. V. and Barndorff-Nielsen, O. and Dalenius, Tore},
  year = {1978},
  pages = {27-52}
}

@book{baker2010,
  title = {{{AAPOR Report}} on {{Online Panels}}},
  publisher = {{American Association for Public Opinion Research}},
  author = {Baker, Reg and Blumberg, Stephen and Brick, J. Michael and Couper, Mick P. and Courtright, Melanie and Dennis, Mike and Dillman, Don and Frankel, Martin R. and Garland, Philip and Groves, Robert M. and Kennedy, Courtney and Krosnick, Jon and Lee, Sunghee and Lavrakas, Paul J. and Link, Michael and Piekarski, Linda and Rao, Kumar and Rivers, Douglas and Thomas, Randall K. and Zahs, Dan},
  year = {2010}
}

@book{baker2016,
  title = {Evaluating {{Survey Quality}} in {{Today}}'s {{Complex Environment}}},
  publisher = {{American Association for Public Opinion Research}},
  author = {Baker, Reg and Brick, J. Michael and Keeter, Scott and Biemer, Paul and Kennedy, Courtney and Kreuter, Frauke and Mercer, Andrew and Terhanian, George},
  year = {2016}
}

@misc{aapor,
  title = {{{AAPOR Guidance}} on {{Reporting Precision}} for {{Nonprobability Samples}}},
  howpublished = {https://www.aapor.org/getattachment/Education-Resources/For-Researchers/AAPOR\_Guidance\_Nonprob\_Precision\_042216.pdf.aspx},
  author = {{AAPOR}}
}

@article{deville2004,
  title = {Efficient Balanced Sampling: {{The}} Cube Method},
  volume = {91},
  issn = {0006-3444, 1464-3510},
  shorttitle = {Efficient Balanced Sampling},
  language = {en},
  number = {4},
  journal = Biometrika,
  author = {Deville, J.-C.},
  year = {2004},
  pages = {893-912}
}

@article{deville2000,
  title = {Selection of Several Unequal Probability Samples from the Same Population},
  volume = {86},
  issn = {0378-3758},
  number = {1},
  journal = {Journal of Statistical Planning and Inference},
  author = {Deville, Jean-Claude and Till{\'e}, Yves},
  month = apr,
  year = {2000},
  pages = {215-227}
}

@article{deville1998,
  title = {Unequal {{Probability Sampling Without Replacement Through}} a {{Splitting Method}}},
  volume = {85},
  issn = {0006-3444},
  number = {1},
  journal = Biometrika,
  author = {Deville, Jean-Claude and Till{\'e}, Yves},
  year = {1998},
  pages = {89-101}
}

@article{newman2018,
  title = {Race, {{Place}}, and {{Building}} a {{Base}}},
  volume = {82},
  issn = {0033-362X, 1537-5331},
  language = {en},
  number = {1},
  journal = {Public Opinion Quarterly},
  author = {Newman, Benjamin J and Shah, Sono and Collingwood, Loren},
  year = {2018},
  pages = {122-134}
}

@article{vanbuuren2011,
  title = {Mice: {{Multivariate Imputation}} by {{Chained Equations}} in {{R}}},
  volume = {45},
  number = {3},
  journal = {Journal of Statistical Software},
  author = {{van Buuren}, Stef and Groothuis-Oudshoorn, Karin},
  year = {2011},
  pages = {1-67}
}

@article{wright2017b,
  title = {Ranger: {{A Fast Implementation}} of {{Random Forests}} for {{High Dimensional Data}} in {{C}}++ and {{R}}},
  volume = {77},
  number = {1},
  journal = {Journal of Statistical Software},
  author = {Wright, Marvin N. and Ziegler, Andreas},
  year = {2017},
  pages = {1-17}
}

@book{henry2017,
  title = {\{purrr\}: {{Functional Programming Tools}}},
  author = {Henry, Lionel and Wickham, Hadley},
  year = {2017},
  note = {R package version 0.2.4}
}

@book{wickham2017,
  title = {\{dplyr\}: {{A Grammar}} of {{Data Manipulation}}},
  author = {Wickham, Hadley and Francois, Romain and Henry, Lionel and M{\"u}ller, Kirill},
  year = {2017},
  note = {R package version 0.7.4}
}

@book{wickham2009,
  title = {\{ggplot2\}: {{Elegant Graphics}} for {{Data Analysis}}},
  isbn = {978-0-387-98140-6},
  publisher = {{Springer-Verlag New York}},
  author = {Wickham, Hadley},
  year = {2009}
}

@article{stephensmatthew2002,
  title = {Dealing with Label Switching in Mixture Models},
  volume = {62},
  issn = {1369-7412},
  number = {4},
  journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
  author = {{Stephens Matthew}},
  month = jan,
  year = {2002},
  pages = {795-809}
}

@article{sparapani,
  title = {{{MCW Biostatistics Technical Report}} 64 {{Nonparametric}} Recurrent Events Analysis with {{BART}} and an Application to the Hospital Admissions of Patients with Diabetes},
  language = {en},
  author = {SPARAPANI, RODNEY A and REIN, LISA E and TARIMA, SERGEY S and JACKSON, TOURETTE A and MEURER, JOHN R},
  pages = {60}
}

@article{kunzel2018,
  archivePrefix = {arXiv},
  eprinttype = {arxiv},
  eprint = {1706.03461},
  primaryClass = {math, stat},
  title = {Meta-Learners for {{Estimating Heterogeneous Treatment Effects}} Using {{Machine Learning}}},
  journal = {arXiv:1706.03461 [math, stat]},
  author = {K{\"u}nzel, S{\"o}ren R. and Sekhon, Jasjeet S. and Bickel, Peter J. and Yu, Bin},
  month = mar,
  year = {2018}
}

@article{warren2012,
  title = {Panel {{Conditioning}} in {{Longitudinal Social Science Surveys}}},
  volume = {41},
  issn = {0049-1241, 1552-8294},
  language = {en},
  number = {4},
  journal = {Sociological Methods \& Research},
  author = {Warren, John Robert and Halpern-Manners, Andrew},
  month = nov,
  year = {2012},
  pages = {491-534}
}

@article{kruse,
  title = {Panel {{Conditioning}} and {{Attrition}} in the {{AP}}-{{Yahoo}}! {{News Election Panel Study}}},
  language = {en},
  author = {Kruse, Yelena and Callegaro, Mario and Dennis, J Michael and DiSogra, Charles and Subias, Stefan and Lawrence, Michael and Tompson, Trevor},
  pages = {16}
}

@incollection{sturgisa,
  title = {Attitudes {{Over Time}}: {{The Psychology}} of {{Panel Conditioning}}},
  booktitle = {Methodology of {{Longitudinal Surveys}}},
  publisher = {{John Wiley \& Sons}},
  author = {Sturgis, Patrick and Allum, Nick and Brunton-Smith, Ian}
}

@article{toepoel,
  title = {Relating {{Question Type}} to {{Panel Conditioning}}: {{Comparing Trained}} and {{Fresh Respondents}}},
  language = {en},
  author = {Toepoel, Vera},
  pages = {8}
}

@book{menard2007,
  title = {Handbook of {{Longitudinal Research}}: {{Design}}, {{Measurement}}, and {{Analysis}}},
  isbn = {978-0-08-055422-8},
  shorttitle = {Handbook of {{Longitudinal Research}}},
  language = {en},
  publisher = {{Elsevier}},
  author = {Menard, Scott},
  month = oct,
  year = {2007}
}

@article{almirall2010,
  title = {Structural {{Nested Mean Models}} for {{Assessing Time}}-{{Varying Effect Moderation}}},
  volume = {66},
  issn = {0006-341X},
  number = {1},
  journal = Biometrics,
  author = {Almirall, Daniel and Ten Have, Thomas and Murphy, Susan A.},
  month = mar,
  year = {2010},
  pages = {131-139},
  pmid = {19397586},
  pmcid = {PMC2875310}
}