linting and ms v0

Author: soodoku

ms/figures/fig_baseline_bias.pdf

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+@article{Morris1979,
+  author = {Morris, Carl},
+  title = {A finite selection model for experimental design of the health insurance study},
+  journal = {Journal of Econometrics},
+  year = {1979},
+  volume = {11},
+  number = {1},
+  pages = {43--61},
+  doi = {10.1016/0304-4076(79)90053-8},
+  url = {https://doi.org/10.1016/0304-4076(79)90053-8}
+}
+
+@book{Newhouse1993,
+  author = {Newhouse, Joseph P. and {{Insurance Experiment Group}}},
+  title = {Free for All? Lessons from the {RAND} Health Insurance Experiment},
+  year = {1993},
+  publisher = {Harvard University Press},
+  address = {Cambridge, MA},
+  isbn = {9780674318465}
+}
+
+@article{Chattopadhyay2026,
+  author = {Chattopadhyay, Ambarish and Morris, Carl N. and Zubizarreta, Jose R.},
+  title = {Balanced and Robust Randomized Treatment Assignments: The Finite Selection Model for the Health Insurance Experiment and Beyond},
+  journal = {Journal of the Royal Statistical Society Series A: Statistics in Society},
+  year = {2026},
+  doi = {10.1093/jrsssa/qnag040},
+  note = {Advance article},
+  url = {https://doi.org/10.1093/jrsssa/qnag040}
+}
+
+@article{Kuhn1955,
+  author = {Kuhn, Harold W.},
+  title = {The Hungarian method for the assignment problem},
+  journal = {Naval Research Logistics Quarterly},
+  year = {1955},
+  volume = {2},
+  number = {1--2},
+  pages = {83--97},
+  doi = {10.1002/nav.3800020109},
+  url = {https://doi.org/10.1002/nav.3800020109}
+}
+
+@article{FellegiSunter1969,
+  author = {Fellegi, Ivan P. and Sunter, Alan B.},
+  title = {A Theory for Record Linkage},
+  journal = {Journal of the American Statistical Association},
+  year = {1969},
+  volume = {64},
+  number = {328},
+  pages = {1183--1210},
+  doi = {10.1080/01621459.1969.10501049},
+  url = {https://doi.org/10.1080/01621459.1969.10501049}
+}
+
+@article{Kaplan2022,
+  author = {Kaplan, Andee and Betancourt, Brenda and Steorts, Rebecca C.},
+  title = {A Practical Approach to Proper Inference with Linked Data},
+  journal = {The American Statistician},
+  year = {2022},
+  volume = {76},
+  number = {4},
+  pages = {384--393},
+  doi = {10.1080/00031305.2022.2041482},
+  url = {https://doi.org/10.1080/00031305.2022.2041482}
+}
+
+@article{Zubizarreta2012,
+  author = {Zubizarreta, Jose R.},
+  title = {Using Mixed Integer Programming for Matching in an Observational Study of Kidney Failure After Surgery},
+  journal = {Journal of the American Statistical Association},
+  year = {2012},
+  volume = {107},
+  number = {500},
+  pages = {1360--1371},
+  doi = {10.1080/01621459.2012.703874},
+  url = {https://doi.org/10.1080/01621459.2012.703874}
+}
+
+@book{Christen2012,
+  author = {Christen, Peter},
+  title = {Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection},
+  year = {2012},
+  publisher = {Springer},
+  address = {Berlin, Heidelberg},
+  doi = {10.1007/978-3-642-31164-2},
+  url = {https://doi.org/10.1007/978-3-642-31164-2}
+}
+
+@article{BansalBlumChawla2004,
+  author = {Bansal, Nikhil and Blum, Avrim and Chawla, Shuchi},
+  title = {Correlation Clustering},
+  journal = {Machine Learning},
+  year = {2004},
+  volume = {56},
+  number = {1--3},
+  pages = {89--113},
+  doi = {10.1023/B:MACH.0000033116.57574.95},
+  url = {https://doi.org/10.1023/B:MACH.0000033116.57574.95}
+}
+
+@article{DevilleSarndal1992,
+  author = {Deville, Jean-Claude and S{"a}rndal, Carl-Erik},
+  title = {Calibration Estimators in Survey Sampling},
+  journal = {Journal of the American Statistical Association},
+  year = {1992},
+  volume = {87},
+  number = {418},
+  pages = {376--382},
+  doi = {10.1080/01621459.1992.10475217},
+  url = {https://doi.org/10.1080/01621459.1992.10475217}
+}
+
+@article{DevilleTille2004,
+  author = {Deville, Jean-Claude and Till{\'e}, Yves},
+  title = {Efficient balanced sampling: The cube method},
+  journal = {Biometrika},
+  year = {2004},
+  volume = {91},
+  number = {4},
+  pages = {893--912},
+  doi = {10.1093/biomet/91.4.893},
+  url = {https://doi.org/10.1093/biomet/91.4.893}
+}
+
+@article{Hainmueller2012,
+  author = {Hainmueller, Jens},
+  title = {Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies},
+  journal = {Political Analysis},
+  year = {2012},
+  volume = {20},
+  number = {1},
+  pages = {25--46},
+  doi = {10.1093/pan/mpr025},
+  url = {https://doi.org/10.1093/pan/mpr025}
+}

ms/figures/fig_baseline_group_exact.pdf

@@ -0,0 +1,7 @@
+person_accuracy,group_accuracy_personlevel,group_exact_match_rate,abs_bias_treatment_gap,method,ambiguity,seed
+0.20714285714285716,0.2785714285714286,0.08571428571428572,4.809168960874359,Greedy person-level,1.5,1500000
+0.32857142857142857,0.37857142857142856,0.14285714285714285,3.9062358133127404,Hungarian person-level,1.5,1500000
+0.35714285714285715,0.4142857142857143,0.4142857142857143,3.3375463391041507,Set-aware group-first,1.5,1500000
+0.2857142857142857,0.3,0.08571428571428572,3.0915460294826715,Greedy person-level,1.5,1500001
+0.3142857142857143,0.3357142857142857,0.1,3.5036353165726197,Hungarian person-level,1.5,1500001
+0.6,0.6285714285714286,0.6285714285714286,1.1895826044953637,Set-aware group-first,1.5,1500001