Update introduction, background and data

changelog_entry.yaml

@@ -0,0 +1,4 @@
+- bump: minor
+  changes:
+    updated:
+    - Introduction, Background and Data sections with more detailed literature review.

paper/bibliography/references.bib

@@ -8,6 +8,36 @@ @techreport{advani2020capital
   series={Warwick Economics Research Papers}
 }
 
+@article{bishop1994mixture,
+  title     = {Mixture density networks},
+  author    = {Bishop, Christopher M.},
+  journal   = {Neural Computing Research Group Report},
+  institution = {Aston University},
+  number    = {NCRG/94/004},
+  year      = {1994}
+}
+
+@incollection{bourguignon2006microsimulation,
+  title     = {Microsimulation as a tool for evaluating redistribution policies},
+  author    = {Bourguignon, Fran{\c{c}}ois and Spadaro, Amedeo},
+  booktitle = {Journal of Economic Inequality},
+  volume    = {4},
+  number    = {1},
+  pages     = {77--106},
+  year      = {2006},
+  publisher = {Springer}
+}
+
+@article{dugoff2014generalizing,
+  title     = {Generalizing observational study results: Applying propensity score methods to complex surveys},
+  author    = {DuGoff, Eva H. and Schuler, Megan and Stuart, Elizabeth A.},
+  journal   = {Health Services Research},
+  volume    = {49},
+  number    = {1},
+  pages     = {284--303},
+  year      = {2014}
+}
+
 @article{advani2023measuring,
   title={Measuring top income shares in the {UK}},
   author={Advani, Arun and Summers, Andy and Tarrant, Hannah},
@@ -161,6 +191,13 @@ @incollection{dempster1983introduction
   year      = {1983}
 }
 
+@book{dorazio2006statistical,
+  title     = {Statistical Matching: Theory and Practice},
+  author    = {D'Orazio, Marcello and Di Zio, Marco and Scanu, Mauro},
+  publisher = {John Wiley \& Sons},
+  year      = {2006}
+}
+
 @article{dorazio2021statistical,
   title     = {Statistical matching and imputation of survey data with R},
   author    = {D'Orazio, Marcello and Di Zio, Marco and Scanu, Mauro},
@@ -351,6 +388,30 @@ @misc{ons2019using
   url       = {https://www.ons.gov.uk/peoplepopulationandcommunity/personalandhouseholdfinances/incomeandwealth/articles/usingtaxdatatobettercapturetopearnersinhouseholdincomeinequalitystatistics/2019-02-26}
 }
 
+@techreport{nunns2012tax,
+  title       = {How {TPC} distributes the corporate income tax},
+  author      = {Nunns, James R.},
+  institution = {Urban-Brookings Tax Policy Center},
+  year        = {2012},
+  note        = {Technical documentation of the Tax Policy Center microsimulation model}
+}
+
+@misc{itep2023model,
+  title  = {{ITEP} Tax Microsimulation Model Overview},
+  author = {{Institute on Taxation and Economic Policy}},
+  year   = {2023},
+  url    = {https://itep.org/itep-tax-model/}
+}
+
+@article{abowd2019census,
+  title     = {The {U.S. Census Bureau} adopts differential privacy},
+  author    = {Abowd, John M.},
+  journal   = {Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery \& Data Mining},
+  pages     = {2867--2867},
+  year      = {2018},
+  note      = {Discusses challenges with administrative data linkage and privacy}
+}
+
 @techreport{ota2012revenue,
   title       = {Revenue estimating models at the U.S. Treasury Department},
   author      = {{Office of Tax Analysis}},
@@ -375,6 +436,13 @@ @misc{policyengine2025microimpute
   url    = {https://policyengine.github.io/microimpute/}
 }
 
+@misc{pytorch_tabular,
+  title  = {PyTorch Tabular: A Framework for Deep Learning with Tabular Data},
+  author = {Joseph, Manu},
+  year   = {2021},
+  url    = {https://github.com/manujosephv/pytorch_tabular}
+}
+
 @book{rubin1987multiple,
   title     = {Multiple imputation for nonresponse in surveys},
   author    = {Rubin, Donald B.},
@@ -392,6 +460,16 @@ @article{siddique2008multiple
   year      = {2008}
 }
 
+@article{sutherland2013euromod,
+  title     = {{EUROMOD}: The {European Union} tax-benefit microsimulation model},
+  author    = {Sutherland, Holly and Figari, Francesco},
+  journal   = {International Journal of Microsimulation},
+  volume    = {6},
+  number    = {1},
+  pages     = {4--26},
+  year      = {2013}
+}
+
 @article{stuart2009multiple,
   title     = {Multiple imputation with large data sets: A case study of the Children's Mental Health Initiative},
   author    = {Stuart, Elizabeth A. and Azur, Melissa and Frangakis, Constantine and Leaf, Philip},