research.bib

@article{abadie2010synthetic,
  title={Synthetic control methods for comparative case studies: Estimating the effect of California’s tobacco control program},
  author={Abadie, Alberto and Diamond, Alexis and Hainmueller, Jens},
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  volume={105},
  number={490},
  pages={493--505},
  year={2010},
  publisher={Taylor \& Francis}
}

@article{rubin2005causal,
  title={Causal inference using potential outcomes: Design, modeling, decisions},
  author={Rubin, Donald B},
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  number={469},
  pages={322--331},
  year={2005},
  publisher={Taylor \& Francis}
}

@article{kline2011oaxaca,
  title={Oaxaca-Blinder as a reweighting estimator},
  author={Kline, Patrick},
  journal={American Economic Review},
  volume={101},
  number={3},
  pages={532--37},
  year={2011}
}

@article{cheng1999statistical,
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  year={1999},
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}
@article{illenberger2020impact,
  title={Impact of Regression to the Mean on the Synthetic Control Method: Bias and Sensitivity Analysis},
  author={Illenberger, Nicholas A and Small, Dylan S and Shaw, Pamela A},
  journal={Epidemiology},
  volume={31},
  number={6},
  pages={815--822},
  year={2020},
  publisher={Wolters Kluwer}
}

@article{haberman1984adjustment,
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@article{miller2021medicaid,
  title={Medicaid and mortality: new evidence from linked survey and administrative data},
  author={Miller, Sarah and Johnson, Norman and Wherry, Laura R},
  journal={The Quarterly Journal of Economics},
  volume={136},
  number={3},
  pages={1783--1829},
  year={2021},
  publisher={Oxford University Press}
}

@article{agarwal2020synthetic,
  title={Synthetic interventions},
  author={Agarwal, Anish and Shah, Devavrat and Shen, Dennis},
  journal={arXiv preprint arXiv:2006.07691},
  year={2020}
}

@article{ben2021multilevel,
  title={Multilevel calibration weighting for survey data},
  author={Ben-Michael, Eli and Feller, Avi and Hartman, Erin},
  journal={arXiv preprint arXiv:2102.09052},
  year={2021}
}

@article{botosaru2019role,
  title={On the role of covariates in the synthetic control method},
  author={Botosaru, Irene and Ferman, Bruno},
  journal={The Econometrics Journal},
  volume={22},
  number={2},
  pages={117--130},
  year={2019},
  publisher={Oxford University Press}
}

@book{sarndal2005estimation,
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}

@article{deville1993generalized,
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@article{supplement,
title={Supplement to ``Balancing weights for region-level analysis: the effect of Medicaid Expansion on the uninsurance rate among states that did not expand Medicaid''},
author={Rubinstein, Max and Haviland, Amelia and Choi, David},
year={2022},
doi={}
}

@article{deville1992calibration,
  title={Calibration estimators in survey sampling},
  author={Deville, Jean-Claude and S{\"a}rndal, Carl-Erik},
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}

  @Manual{r,
    title = {R: A Language and Environment for Statistical Computing},
    author = {{R Core Team}},
    organization = {R Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2020},
    url = {https://www.R-project.org/},
  }

 @Manual{optweight,
    title = {optweight: Targeted Stable Balancing Weights Using Optimization},
    author = {Noah Greifer},
    year = {2021},
    note = {R package version 0.2.5.9000},
  }

  @Article{tidyverse,
    title = {Welcome to the {tidyverse}},
    author = {Hadley Wickham and Mara Averick and Jennifer Bryan and Winston Chang and Lucy D'Agostino McGowan and Romain François and Garrett Grolemund and Alex Hayes and Lionel Henry and Jim Hester and Max Kuhn and Thomas Lin Pedersen and Evan Miller and Stephan Milton Bache and Kirill Müller and Jeroen Ooms and David Robinson and Dana Paige Seidel and Vitalie Spinu and Kohske Takahashi and Davis Vaughan and Claus Wilke and Kara Woo and Hiroaki Yutani},
    year = {2019},
    journal = {Journal of Open Source Software},
    volume = {4},
    number = {43},
    pages = {1686},
    doi = {10.21105/joss.01686},
  }

@article{wang2020minimal,
  title={Minimal dispersion approximately balancing weights: asymptotic properties and practical considerations},
  author={Wang, Yixin and Zubizarreta, Jose R},
  journal={Biometrika},
  volume={107},
  number={1},
  pages={93--105},
  year={2020},
  publisher={Oxford University Press}
}
@article{cameron2008bootstrap,
  title={Bootstrap-based improvements for inference with clustered errors},
  author={Cameron, A Colin and Gelbach, Jonah B and Miller, Douglas L},
  journal={The Review of Economics and Statistics},
  volume={90},
  number={3},
  pages={414--427},
  year={2008},
  publisher={The MIT Press}
}

@article{spiegelman2001efficient,
  title={Efficient regression calibration for logistic regression in main study/internal validation study designs with an imperfect reference instrument},
  author={Spiegelman, Donna and Carroll, Raymond J and Kipnis, Victor},
  journal={Statistics in medicine},
  volume={20},
  number={1},
  pages={139--160},
  year={2001},
  publisher={Wiley Online Library}
}

@article{ladhania2021effect,
  title={The effect of Medicaid expansion on the nature of new enrollees’ emergency department use},
  author={Ladhania, Rahul and Haviland, Amelia M and Venkat, Arvind and Telang, Rahul and Pines, Jesse M},
  journal={Medical Care Research and Review},
  volume={78},
  number={1},
  pages={24--35},
  year={2021},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@article{keele2020hospital,
  title={Hospital Quality Risk Standardization via Approximate Balancing Weights},
  author={Keele, Luke and Ben-Michael, Eli and Feller, Avi and Kelz, Rachel and Miratrix, Luke},
  journal={arXiv preprint arXiv:2007.09056},
  year={2020}
}

@article{d2021overlap,
  title={Overlap in observational studies with high-dimensional covariates},
  author={D’Amour, Alexander and Ding, Peng and Feller, Avi and Lei, Lihua and Sekhon, Jasjeet},
  journal={Journal of Econometrics},
  volume={221},
  number={2},
  pages={644--654},
  year={2021},
  publisher={Elsevier}
}

@article{ben2021augmented,
  title={The augmented synthetic control method},
  author={Ben-Michael, Eli and Feller, Avi and Rothstein, Jesse},
  journal={Journal of the American Statistical Association},
  number={just-accepted},
  pages={1--34},
  year={2021},
  publisher={Taylor \& Francis}
}

@book{buonaccorsi2010measurement,
  title={Measurement error: models, methods, and applications},
  author={Buonaccorsi, John P},
  year={2010},
  publisher={Chapman and Hall/CRC}
}

@article{abadie2015comparative,
  title={Comparative politics and the synthetic control method},
  author={Abadie, Alberto and Diamond, Alexis and Hainmueller, Jens},
  journal={American Journal of Political Science},
  volume={59},
  number={2},
  pages={495--510},
  year={2015},
  publisher={Wiley Online Library}
}

@article{zhang2019balance,
  title={Balance diagnostics after propensity score matching},
  author={Zhang, Zhongheng and Kim, Hwa Jung and Lonjon, Guillaume and Zhu, Yibing and others},
  journal={Annals of translational medicine},
  volume={7},
  number={1},
  year={2019},
  publisher={AME Publications}
}

@article{huque2014impact,
  title={On the impact of covariate measurement error on spatial regression modelling},
  author={Huque, Md Hamidul and Bondell, Howard D and Ryan, Louise},
  journal={Environmetrics},
  volume={25},
  number={8},
  pages={560--570},
  year={2014},
  publisher={Wiley Online Library}
}

@article{chattopadhyay2021implied,
  title={On the implied weights of linear regression for causal inference},
  author={Chattopadhyay, Ambarish and Zubizarreta, Jose R},
  journal={arXiv preprint arXiv:2104.06581},
  year={2021}
}

@article{imbens2004nonparametric,
  title={Nonparametric estimation of average treatment effects under exogeneity: A review},
  author={Imbens, Guido W},
  journal={Review of Economics and statistics},
  volume={86},
  number={1},
  pages={4--29},
  year={2004},
  publisher={MIT Press 238 Main St., Suite 500, Cambridge, MA 02142-1046, USA journals~…}
}

@article{bonvini2021sensitivity,
  title={Sensitivity analysis via the proportion of unmeasured confounding},
  author={Bonvini, Matteo and Kennedy, Edward H},
  journal={Journal of the American Statistical Association},
  pages={1--11},
  year={2021},
  publisher={Taylor \& Francis}
}

@article{efron1981jackknife,
  title={The jackknife estimate of variance},
  author={Efron, Bradley and Stein, Charles},
  journal={The Annals of Statistics},
  pages={586--596},
  year={1981},
  publisher={JSTOR}
}

@article{hainmueller2012entropy,
  title={Entropy balancing for causal effects: A multivariate reweighting method to produce balanced samples in observational studies},
  author={Hainmueller, Jens},
  journal={Political analysis},
  volume={20},
  number={1},
  pages={25--46},
  year={2012},
  publisher={Cambridge University Press}
}

@article{kloek1981ols,
  title={OLS estimation in a model where a microvariable is explained by aggregates and contemporaneous disturbances are equicorrelated},
  author={Kloek, Teunis},
  journal={Econometrica: Journal of the Econometric Society},
  pages={205--207},
  year={1981},
  publisher={JSTOR}
}

@article{hardin2003regression,
  title={The regression-calibration method for fitting generalized linear models with additive measurement error},
  author={Hardin, James W and Schmiediche, Henrik and Carroll, Raymond J},
  journal={The Stata Journal},
  volume={3},
  number={4},
  pages={361--372},
  year={2003},
  publisher={SAGE Publications Sage CA: Los Angeles, CA}
}

@article{cameron2015practitioner,
  title={A practitioner’s guide to cluster-robust inference},
  author={Cameron, A Colin and Miller, Douglas L},
  journal={Journal of human resources},
  volume={50},
  number={2},
  pages={317--372},
  year={2015},
  publisher={University of Wisconsin Press}
}

@book{imbens2015causal,
  title={Causal inference in statistics, social, and biomedical sciences},
  author={Imbens, Guido W and Rubin, Donald B},
  year={2015},
  publisher={Cambridge University Press}
}

@article{gleser1992importance,
  title={The importance of assessing measurement reliability in multivariate regression},
  author={Gleser, Leon Jay},
  journal={Journal of the American Statistical Association},
  volume={87},
  number={419},
  pages={696--707},
  year={1992},
  publisher={Taylor \& Francis}
}

@book{carroll2006measurement,
  title={Measurement error in nonlinear models: a modern perspective},
  author={Carroll, Raymond J and Ruppert, David and Stefanski, Leonard A and Crainiceanu, Ciprian M},
  year={2006},
  publisher={CRC press}
}


@article{kaul2015synthetic,
  title={Synthetic control methods: Never use all pre-intervention outcomes together with covariates},
  author={Kaul, Ashok and Kl{\"o}{\ss}ner, Stefan and Pfeifer, Gregor and Schieler, Manuel},
  year={2015}
}
@article{chernozhukov2017exact,
  title={An exact and robust conformal inference method for counterfactual and synthetic controls},
  author={Chernozhukov, Victor and Wuthrich, Kaspar and Zhu, Yinchu},
  journal={arXiv preprint arXiv:1712.09089},
  year={2017}
}

@techreport{doudchenko2016balancing,
  title={Balancing, regression, difference-in-differences and synthetic control methods: A synthesis},
  author={Doudchenko, Nikolay and Imbens, Guido W},
  year={2016},
  institution={National Bureau of Economic Research}
}

@article{hahn2017synthetic,
  title={Synthetic control and inference},
  author={Hahn, Jinyong and Shi, Ruoyao},
  journal={Econometrics},
  volume={5},
  number={4},
  pages={52},
  year={2017},
  publisher={Multidisciplinary Digital Publishing Institute}
}
@article{ben2018augmented,
  title={The Augmented Synthetic Control Method},
  author={Ben-Michael, Eli and Feller, Avi and Rothstein, Jesse},
  journal={arXiv preprint arXiv:1811.04170},
  year={2018}
}

@article{courtemanche2017early,
  title={Early impacts of the Affordable Care Act on health insurance coverage in Medicaid expansion and non-expansion states},
  author={Courtemanche, Charles and Marton, James and Ukert, Benjamin and Yelowitz, Aaron and Zapata, Daniela},
  journal={Journal of Policy Analysis and Management},
  volume={36},
  number={1},
  pages={178--210},
  year={2017},
  publisher={Wiley Online Library}
}


@article{hazlett2018trajectory,
  title={Trajectory balancing: A general reweighting approach to causal inference with time-series cross-sectional data},
  author={Hazlett, Chad and Xu, Yiqing},
  year={2018}
}

@article{frean2017premium,
  title={Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act},
  author={Frean, Molly and Gruber, Jonathan and Sommers, Benjamin D},
  journal={Journal of Health Economics},
  volume={53},
  pages={72--86},
  year={2017},
  publisher={Elsevier}
}

@article{hirshberg2017two,
  title={On Two Approaches to Weighting in Causal Inference},
  author={Hirshberg, David A and Zubizarreta, Jos{\'e} R},
  journal={Epidemiology},
  volume={28},
  number={6},
  pages={812--816},
  year={2017},
  publisher={LWW}
}

@article{kaestner2017effects,
  title={Effects of ACA Medicaid expansions on health insurance coverage and labor supply},
  author={Kaestner, Robert and Garrett, Bowen and Chen, Jiajia and Gangopadhyaya, Anuj and Fleming, Caitlyn},
  journal={Journal of Policy Analysis and Management},
  volume={36},
  number={3},
  pages={608--642},
  year={2017},
  publisher={Wiley Online Library}
}

@article{robbins2017framework,
  title={A framework for synthetic control methods with high-dimensional, micro-level data: evaluating a neighborhood-specific crime intervention},
  author={Robbins, Michael W and Saunders, Jessica and Kilmer, Beau},
  journal={Journal of the American Statistical Association},
  volume={112},
  number={517},
  pages={109--126},
  year={2017},
  publisher={Taylor \& Francis}
}

@article{wherry2016early,
  title={Early coverage, access, utilization, and health effects associated with the Affordable Care Act Medicaid expansions: a quasi-experimental study},
  author={Wherry, Laura R and Miller, Sarah},
  journal={Annals of internal medicine},
  volume={164},
  number={12},
  pages={795--803},
  year={2016},
  publisher={Am Coll Physicians}
}

@article{zubizarreta2015stable,
  title={Stable weights that balance covariates for estimation with incomplete outcome data},
  author={Zubizarreta, Jos{\'e} R},
  journal={Journal of the American Statistical Association},
  volume={110},
  number={511},
  pages={910--922},
  year={2015},
  publisher={Taylor \& Francis}
}

@article{sommers2012understanding,
  title={Understanding participation rates in Medicaid: implications for the Affordable Care Act},
  author={Sommers, Ben and Kronick, Rick and Finegold, Kenneth and Po, Rosa and Schwartz, Karyn and Glied, Sherry},
  journal={Public Health},
  volume={93},
  number={1},
  pages={67--74},
  year={2012}
}



@techreport{arkhangelsky2019synthetic,
  title={Synthetic difference in differences},
  author={Arkhangelsky, Dmitry and Athey, Susan and Hirshberg, David A and Imbens, Guido W and Wager, Stefan},
  year={2019},
  institution={National Bureau of Economic Research}
}

@article{subramanian2009revisiting,
  title={Revisiting Robinson: the perils of individualistic and ecologic fallacy},
  author={Subramanian, SV and Jones, Kelvyn and Kaddour, Afamia and Krieger, Nancy},
  journal={International journal of epidemiology},
  volume={38},
  number={2},
  pages={342--360},
  year={2009},
  publisher={Oxford University Press}
}

@article{daw2018matching,
  title={Matching and Regression to the Mean in Difference-in-Differences Analysis},
  author={Daw, Jamie R and Hatfield, Laura A},
  journal={Health services research},
  volume={53},
  number={6},
  pages={4138--4156},
  year={2018},
  publisher={Wiley Online Library}
}


@incollection{athey2017econometrics,
  title={The econometrics of randomized experiments},
  author={Athey, Susan and Imbens, Guido W},
  booktitle={Handbook of Economic Field Experiments},
  volume={1},
  pages={73--140},
  year={2017},
  publisher={Elsevier}
}

@article{botosaru2017role,
  title={On the role of covariates in the synthetic control method},
  author={Botosaru, Irene and Ferman, Bruno},
  year={2017}
}


@article{hirshberg2017two,
  title={On Two Approaches to Weighting in Causal Inference},
  author={Hirshberg, David A and Zubizarreta, Jos{\'e} R},
  journal={Epidemiology},
  volume={28},
  number={6},
  pages={812--816},
  year={2017},
  publisher={LWW}
}

@article{li2018balancing,
  title={Balancing covariates via propensity score weighting},
  author={Li, Fan and Morgan, Kari Lock and Zaslavsky, Alan M},
  journal={Journal of the American Statistical Association},
  volume={113},
  number={521},
  pages={390--400},
  year={2018},
  publisher={Taylor \& Francis}
}

@misc{KFF,
  title = {{Kaiser Family Foundation} Status of State Action of Medicaid Expansion},
  howpublished = {\url{https://www.kff.org/health-reform/state-indicator/state-activity-around-expanding-medicaid-under-the-affordable-care-act/}},
  note = {Accessed: 2020-06-15}
}

@article{imai2014covariate,
  title={Covariate balancing propensity score},
  author={Imai, Kosuke and Ratkovic, Marc},
  journal={Journal of the Royal Statistical Society: Series B: Statistical Methodology},
  pages={243--263},
  year={2014},
  publisher={JSTOR}
}
@article{becker2017cross,
  title={Cross-validating synthetic controls},
  author={Becker, Martin and Kl{\"o}{\ss}ner, Stefan and Pfeifer, Gregor},
  year={2017}
}

@article{ferman2016revisiting,
  title={Revisiting the synthetic control estimator},
  author={Ferman, Bruno and Pinto, Cristine},
  year={2016}
}

@article{born2020lockdowns,
  title={Do lockdowns work? A counterfactual for Sweden},
  author={Born, Benjamin and Dietrich, Alexander and M{\"u}ller, Gernot J},
  year={2020},
  publisher={CEPR Discussion Paper No. DP14744}
}

@article{berry1998measuring,
  title={Measuring citizen and government ideology in the American states, 1960-93},
  author={Berry, William D and Ringquist, Evan J and Fording, Richard C and Hanson, Russell L},
  journal={American Journal of Political Science},
  pages={327--348},
  year={1998},
  publisher={JSTOR}
}
@misc{fording,
  title = {{State Ideology Scores} State Ideology Scores},
  howpublished = {\url{https://rcfording.com/state-ideology-data/}},
  note = {Accessed: 2020-06-15}
}

@misc{census,
  title = {{Urban and Rural} Urban and Rural},
  howpublished = {\url{https://www.census.gov/programs-surveys/geography/guidance/geo-areas/urban-rural.html}},
  note = {Accessed: 2020-06-15}
}