%% This BibTeX bibliography file was created using BibDesk. %% https://bibdesk.sourceforge.io/ %% Created for Andrew Heiss at 2021-10-07 11:46:51 -0400 %% Saved with string encoding Unicode (UTF-8) @article{LinPsatyKronmal:1998, author = {D. Y. Lin and B. M. Psaty and R. A. Kronmal}, date-added = {2021-10-07 11:44:08 -0400}, date-modified = {2021-10-07 11:46:48 -0400}, doi = {10.2307/2533848}, journal = {Biometrics}, month = {9}, number = {3}, pages = {948--963}, title = {Assessing the Sensitivity of Regression Results to Unmeasured Confounders in Observational Studies}, volume = {54}, year = {1998}} @book{MurnaneWillett:2011, address = {Oxford}, author = {Richard J. Murnane and John B. Willett}, date-added = {2021-10-07 11:42:31 -0400}, date-modified = {2021-10-07 11:42:50 -0400}, publisher = {Oxford University Press}, title = {Methods Matter: Improving Causal Inference in Educational and Social Science Research}, year = {2011}} @article{AltonjiElderTaber:2005, author = {Joseph G. Altonji and Todd E. Elder and Christopher R. Taber}, date-added = {2021-10-07 11:40:31 -0400}, date-modified = {2021-10-07 11:42:01 -0400}, doi = {10.1086/426036}, journal = {Journal of Political Economy}, month = {2}, number = {1}, pages = {151--184}, title = {Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools}, volume = {113}, year = {2005}} @article{CinelliHazlett:2020, author = {Carlos Cinelli and Chad Hazlett}, date-added = {2021-10-07 11:37:51 -0400}, date-modified = {2021-10-07 11:38:05 -0400}, doi = {10.1111/rssb.12348}, journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)}, month = {2}, number = {1}, pages = {39--67}, rating = {0}, read = {0}, title = {Making Sense of Sensitivity: Extending Omitted Variable Bias}, volume = {82}, year = {2020}, bdsk-url-1 = {https://doi.org/10.1111/rssb.12348}} @article{KeeleStevensonElwert:2020, author = {Luke Keele and Randolph T. Stevenson and Felix Elwert}, date-added = {2021-09-14 20:32:41 -0400}, date-modified = {2021-09-14 20:32:48 -0400}, doi = {10.1017/psrm.2019.31}, journal = {Political Science Research and Methods}, month = {1}, number = {1}, pages = {1--13}, rating = {0}, read = {0}, title = {The Causal Interpretation of Estimated Associations in Regression Models}, volume = {8}, year = {2020}, bdsk-url-1 = {https://doi.org/10.1017/psrm.2019.31}} @article{Imbens:2021, author = {Guido W. Imbens}, date-added = {2021-09-03 18:40:39 -0400}, date-modified = {2021-09-03 18:40:47 -0400}, doi = {10.1257/jep.35.3.157}, issue = {Summer}, journal = {Journal of Economic Perspectives}, number = {3}, pages = {157--174}, title = {Statistical Significance, \emph{p}-Values, and the Reporting of Uncertainty}, volume = {35}, year = {2021}, bdsk-url-1 = {https://doi.org/10.1257/jep.35.3.157}} @book{Huntington-Klein:2021, address = {Boca Raton, Florida}, author = {Nick Huntington-Klein}, date-added = {2021-08-09 19:40:38 -0400}, date-modified = {2021-08-09 19:43:29 -0400}, publisher = {{Chapman and Hall} / CRC}, title = {The Effect: An Introduction to Research Design and Causality}, url = {https://theeffectbook.net/}, year = {2021}, bdsk-url-1 = {https://theeffectbook.net/}} @article{HunermundLouw:2020, author = {Paul H{\"u}nermund and Beyers Louw}, date = {2020-10-01}, date-added = {2020-11-06 16:02:08 -0500}, date-modified = {2020-11-06 16:02:27 -0500}, eprint = {2005.10314}, eprinttype = {arXiv}, primaryclass = {econ.EM}, title = {On the Nuisance of Control Variables in Regression Analysis}, url = {https://arxiv.org/abs/2005.10314}, year = {2020}, bdsk-url-1 = {https://arxiv.org/abs/2005.10314}} @article{GertlerHeckmanPinto:2014, author = {Paul Gertler and James Heckman and Rodrigo Pinto and Arianna Zanolini and Christel Vermeersch and Susan Walker and Susan M. Chang and Sally Grantham-McGregor}, date = {2014-05-14}, date-added = {2020-01-28 14:31:11 -0500}, date-modified = {2020-01-28 14:33:07 -0500}, doi = {10.1126/science.1251178}, journal = {Science}, month = {5}, number = {6187}, pages = {998--1001}, title = {Labor Market Returns to an Early Childhood Stimulation Intervention in {Jamaica}}, volume = {344}, year = {2014}, bdsk-url-1 = {https://doi.org/10.1126/science.1251178}} @article{Di-TellaSchargrodsky:2004, author = {Rafael {Di Tella} and Ernesto Schargrodsky}, date-added = {2020-01-28 14:27:51 -0500}, date-modified = {2020-01-28 14:29:30 -0500}, doi = {10.1257/000282804322970733}, journal = {American Economic Review}, month = {3}, number = {1}, pages = {115--133}, title = {Do Police Reduce Crime? Estimates Using the Allocation of Police Forces After a Terrorist Attack}, volume = {94}, year = {2004}, bdsk-url-1 = {https://doi.org/10.1257/000282804322970733}} @techreport{KearneyLevine:2015, author = {Melissa S. Kearney and Phillip B. Levine}, date-added = {2020-01-28 14:23:41 -0500}, date-modified = {2020-01-28 14:26:02 -0500}, doi = {10.3386/w21229}, institution = {National Bureau of Economic Research}, month = {6}, number = {21229}, series = {Working Paper Series}, title = {Early Childhood Education by {MOOC}: Lessons from \emph{Sesame Street}}, url = {https://www.nber.org/papers/w21229.pdf}, year = {2015}, bdsk-url-1 = {https://www.nber.org/papers/w21229.pdf}, bdsk-url-2 = {https://doi.org/10.3386/w21229}} @article{Schultz:2004, author = {T. Paul Schultz}, date-added = {2020-01-28 14:17:13 -0500}, date-modified = {2020-01-28 14:26:20 -0500}, doi = {10.1016/j.jdeveco.2003.12.009}, journal = {Journal of Development Economics}, month = {6}, number = {1}, pages = {199--250}, title = {School Subsidies for the Poor: Evaluating the {Mexican} {Progresa} Poverty Program}, volume = {74}, year = {2004}, bdsk-url-1 = {https://doi.org/10.1016/j.jdeveco.2003.12.009}} @article{HunermundBareinboim:2019, author = {Paul H{\"u}nermund and Elias Bareinboim}, date = {2019-12-19}, date-added = {2020-01-21 14:50:39 -0500}, date-modified = {2020-01-21 14:50:46 -0500}, eprint = {1912.09104}, eprinttype = {arXiv}, primaryclass = {econ.EM}, rating = {0}, read = {0}, title = {Causal Inference and Data-Fusion in Econometrics}, url = {https://arxiv.org/abs/1912.09104}, year = {2019}, bdsk-url-1 = {https://arxiv.org/abs/1912.09104}} @unpublished{SchuesslerSelb:2019, author = {Julian Schuessler and Peter Selb}, date = {2019-12-17}, date-added = {2020-01-21 14:50:34 -0500}, date-modified = {2020-01-21 14:50:59 -0500}, doi = {10.31235/osf.io/hbg3m}, publisher = {SocArXiv}, rating = {0}, read = {0}, title = {Graphical Causal Models for Survey Inference}, type = {Working Paper}, url = {https://osf.io/preprints/socarxiv/hbg3m/}, year = {2019}, bdsk-url-1 = {https://osf.io/preprints/socarxiv/hbg3m/}, bdsk-url-2 = {https://doi.org/10.31235/osf.io/hbg3m}} @article{Hernan:2018, author = {Miguel A. Hern{\'a}n}, date-added = {2019-11-30 23:37:58 -0500}, date-modified = {2021-09-18 10:33:45 -0400}, doi = {10.2105/AJPH.2018.304337}, journal = {American Journal of Public Health}, month = {5}, number = {5}, pages = {616--19}, title = {The C-Word: Scientific Euphemisms Do Not Improve Causal Inference From Observational Data}, volume = {108}, year = {2018}, bdsk-url-1 = {https://doi.org/10.2105/AJPH.2018.304337}} @article{Rohrer:2018, author = {Julia M. Rohrer}, date-added = {2019-08-24 13:31:48 -0400}, date-modified = {2019-08-24 13:32:51 -0400}, doi = {10.1177/2515245917745629}, journal = {Advances in Methods and Practices in Psychological Science}, month = {3}, number = {1}, pages = {27--42}, title = {Thinking Clearly About Correlations and Causation: Graphical Causal Models for Observational Data}, volume = {1}, year = {2018}, bdsk-url-1 = {https://doi.org/10.1177/2515245917745629}} @book{RossiLipseyHenry:2019, address = {Los Angeles}, author = {Peter H. Rossi and Mark W. Lipsey and Gary T. Henry}, date-added = {2019-08-24 13:19:35 -0400}, date-modified = {2019-08-24 13:20:27 -0400}, edition = {8}, publisher = {Sage}, title = {Evaluation: A Systematic Approach}, year = {2019}} @book{AngristPischke:2015, address = {Princeton, NJ}, author = {Joshua D. Angrist and J{\"o}rn-Steffen Pischke}, date-added = {2019-08-23 21:01:35 -0400}, date-modified = {2019-08-23 21:02:34 -0400}, publisher = {Princeton University Press}, title = {Mastering 'Metrics: The Path from Cause to Effect}, year = {2015}} @book{mixtape, address = {New Haven, CT}, author = {Scott Cunningham}, date-added = {2019-08-23 20:58:05 -0400}, date-modified = {2019-08-23 21:01:06 -0400}, publisher = {Yale University Press}, title = {Causal Inference: The Mixtape}, url = {https://mixtape.scunning.com/}, year = {2021}, bdsk-url-1 = {https://mixtape.scunning.com/}} @book{wb-eval, author = {Paul J. Gertler and Sebastian Martinez and Patrick Premand and Laura B. Rawlings and Christel M. J. Vermeersch}, date-added = {2019-08-23 20:51:30 -0400}, date-modified = {2019-08-23 20:58:03 -0400}, edition = {2}, publisher = {Inter-American Development Bank and World Bank}, title = {Impact Evaluation in Practice}, url = {https://openknowledge.worldbank.org/handle/10986/25030}, year = {2016}, bdsk-url-1 = {https://openknowledge.worldbank.org/handle/10986/25030}} @book{DiezBarrCetinkaya-Rundel:2017, author = {David M. Diez and Christopher D. Barr and Mine {\c C}etinkaya-Rundel}, edition = {3}, title = {{OpenIntro} Statistics}, url = {https://www.openintro.org/book/stat/}, year = {2017}, bdsk-url-1 = {https://www.openintro.org/book/stat/}} @book{WickhamGrolemund:2017, address = {Sebastopol, California}, author = {Hadley Wickham and Garrett Grolemund}, publisher = {O'Reilly Media}, title = {{R} for Data Science: Import, Tidy, Transform, Visualize, and Model Data}, url = {http://r4ds.had.co.nz/}, year = {2017}, bdsk-url-1 = {http://r4ds.had.co.nz/}} @book{IsmayKim:2018, author = {Chester Ismay and Albert Y. Kim}, date-modified = {2021-08-09 19:42:33 -0400}, publisher = {{Chapman and Hall} / CRC}, title = {Statistical Inference via Data Science: A {ModernDive} into {R} and the Tidyverse}, url = {https://moderndive.com/}, year = {2019}, bdsk-url-1 = {https://moderndive.com/}}