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rrLogitBibliography.bib
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@inproceedings{abowd2018us,
title={The {US} {C}ensus {B}ureau adopts differential privacy},
author={Abowd, John M},
booktitle={Proceedings of the 24th ACM SIGKDD International
Conference on Knowledge Discovery \& Data Mining},
pages={2867--2867},
year={2018}
}
@article{abowd20222020,
title={The 2020 census disclosure avoidance system topdown algorithm},
author={Abowd, John M and Ashmead, Robert and Cumings-Menon, Ryan
and Garfinkel, Simson and Heineck, Micah and Heiss,
Christine and Johns, Robert and Kifer, Daniel and
Leclerc, Philip and Machanavajjhala, Ashwin and
Moran, Brett and Sexton, William and Spence, Matthew
and Zhuravlev, Pavel},
journal={Harvard Data Science Review},
note={Special Issue 2: Differential Privacy for the 2020 U.S. Census},
year={2022}
}
@book{agresti2013categorical,
title={Categorical Data Analysis, Third Edition},
author={Agresti, Alan},
year={2013},
publisher={John Wiley \& Sons},
address={Hoboken, NJ}
}
@article{albert1984existence,
title={On the existence of maximum likelihood estimates in logistic
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author={Adelin Albert and Jacquelyn L. Anderson},
journal={Biometrika},
year={1984},
volume={71},
pages={1-10}
}
@article{ayed2020information,
title={An information theoretic approach to post randomization
methods under differential privacy},
author={Ayed, Fadhel and Battiston, Marco and Camerlenghi, Federico},
journal={Statistics and Computing},
volume={30},
number={5},
pages={1347--1361},
year={2020},
publisher={Springer}
}
@article{bedrick1996new,
title={A new perspective on priors for generalized linear models},
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}
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}
@article{blair2015design,
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author={Blair, Graeme and Imai, Kosuke and Zhou, Yang-Yang},
year={2015},
journal={Journal of the American Statistical Association},
volume={110},
pages={1304--1319}
}
@Manual{blair2015rr,
title = {rr: Statistical Methods for the Randomized Response},
author = {Blair, Graeme and Imai, Kosuke and Zhou, Yang-Yang},
year = {2015},
note = {R package version },
url = {https://CRAN.R-project.org/package=sticky}
}
@book{bock1975multivariate,
title={Multivariate statistical methods in behavioral research},
author={Bock, R Darrell},
year={1975},
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}
@book{chambers1992statistical,
title={Statistical Models in S},
author={Chambers, John M and Hastie, Trevor J},
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}
@book{chambers2003analysis,
title={Analysis of Survey Data},
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year={2003},
publisher={John Wiley \& Sons},
address={Chicester}
}
@book{chaudhuri2010randomized,
title={Randomized response and indirect questioning techniques in surveys},
author={Chaudhuri, Arijit},
year={2010},
publisher={CRC Press},
address={Boca Raton, FL}
}
@book{chaudhuri2016data,
title={Data gathering, analysis and protection of privacy through
randomized response techniques: Qualitative and
quantitative human traits},
author={Chaudhuri, Arijit and Christofides, Tasos C and Rao,
Calyampudi Radhakrishna},
year={2016},
publisher={Elsevier}
}
@article{chen1974two,
title={Two-dimensional contingency tables with both completely and
partially cross-classified data},
author={Chen, Tar and Fienberg, Stephen E},
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}
@inproceedings{chen1978log,
title={Log-linear models for the categorical data obtained from
randomized response techniques},
author={Chen, T Timothy},
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}
@inproceedings{chen1979analysis,
title={Analysis of randomized response as purposively misclassified data},
author={Chen, T Timothy},
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publisher={American Statistical Association},
pages={158--163},
year={1979}
}
@article{chen2021three,
title={Three sample estimates of fraction of missing information
from full information maximum likelihood},
author={Chen, Lihan and Savalei, Victoria},
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volume={12},
pages={667802},
year={2021},
publisher={Frontiers Media SA}
}
@article{chib1995understanding,
title={Understanding the {{Metropolis}}-{{Hastings}} algorithm},
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volume={49},
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year={1995},
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}
@book{christensen2006log,
title={Log-Linear Models and Logistic Regression},
author={Christensen, Ronald},
year={2006},
publisher={Springer Science \& Business Media},
address={New York}
}
@article{chua1987model,
title={A model for multinomial response error applied to labor flows},
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volume={82},
number={397},
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year={1987},
publisher={Taylor \& Francis}
}
@article{clogg1984latent,
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contingency tables},
author={Clogg, Clifford C and Goodman, Leo A},
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volume={79},
number={388},
pages={762--771},
year={1984},
publisher={Taylor \& Francis Group}
}
@article{clogg1991multiple,
title={Multiple imputation of industry and occupation codes in
census public-use samples using {B}ayesian logistic
regression},
author={Clogg, Clifford C and Rubin, Donald B and Schenker,
Nathaniel and Schultz, Bradley and Weidman, Lynn},
journal={Journal of the American Statistical Association},
volume={86},
number={413},
pages={68--78},
year={1991},
publisher={Taylor \& Francis}
}
@article{cox2011risk,
title={Risk-utility paradigms for statistical disclosure limitation:
{H}ow to think, but not how to act},
author={Cox, Lawrence H and Karr, Alan F and Kinney, Satkartar K},
journal={International Statistical Review},
volume={79},
number={2},
pages={160--183},
year={2011},
publisher={Wiley Online Library}
}
@article{delany1987american,
title={American alligator food habits in {F}lorida},
author={Delany, MF and Moore, CT},
journal={Unpublished manuscript},
year={1987}
}
@article{dempster1977maximum,
title={Maximum likelihood from incomplete data via the EM algorithm},
author={Dempster, Arthur P and Laird, Nan M and Rubin, Donald B},
journal={Journal of the Royal Statistical Society: Series B (Methodological)},
volume={39},
number={1},
pages={1--22},
year={1977},
publisher={Wiley Online Library}
}
@article{deWall2019quality,
title={Quality measures for multisource statistics},
author={De Waal, Ton and van Delden, Arnout and Scholtus, Sander},
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volume={35},
number={2},
pages={179--192},
year={2019},
publisher={IOS Press}
}
@techreport{deWolf1998reflections,
title={Reflections on {PRAM}},
author={de Wolf, Peter-Paul and Gouweleeuw, Jos{\'e} M and Kooiman,
Peter and Willenborg, Leon CRJ},
institution={Department of Statistical Methods, Statistics Netherlands},
year={1998}
}
@techreport{deWolf2004empirical,
title={An empirical evaluation of PRAM},
author={de Wolf, Peter-Paul and van Gelder, Ilan},
year={2004},
number={Discussion paper 04012},
institution={Statistics Netherlands},
address={Voorburg/Heerlen}
}
@inproceedings{de2006risk,
title={Risk, utility and {PRAM}},
author={de Wolf, Peter-Paul},
booktitle={Privacy in Statistical Databases: CENEX-SDC Project
International Conference, PSD 2006. Proceedings},
pages={189--204},
year={2006},
organization={Springer}
}
@incollection{domingo2001quantitative,
title={A quantitative comparison of disclosure control methods for microdata},
author={Domingo-Ferrer, Josep and Torra, Vicenc},
booktitle={Confidentiality, disclosure and data access: theory and practical
applications for statistical agencies},
pages={111--134},
year={2001},
editor={Lane, Julia Ingrid and Doyle, Pat and Zayatz, Laura and
Theeuwes, Jules},
publisher={North-Holland},
address={Amsterdam}
}
@inproceedings{dwork2006differential,
title={Differential privacy},
author={Dwork, Cynthia},
booktitle={Automata, Languages and Programming: 33rd International
Colloquium, ICALP 2006, Venice, Italy, July 10-14,
2006, Proceedings, Part II 33},
pages={1--12},
year={2006},
organization={Springer}
}
@article{dwork2014algorithmic,
title={The algorithmic foundations of differential privacy},
author={Dwork, Cynthia and Roth, Aaron and others},
journal={Foundations and Trends in Theoretical
Computer Science},
volume={9},
number={3--4},
pages={211--407},
year={2014},
publisher={Now Publishers, Inc.}
}
@book{duncan2011statistical,
title={Statistical confidentiality: principles annd practice},
author={Duncan, George T and Elliot, Mark and Salazar, Gonz{\'a}lez
Juan-Jos{\'e}},
year={2011},
publisher={Springer Science+Business Media},
address={New York}
}
@article{fienberg1998disclosure,
title={Disclosure limitation using perturbation and related methods
for categorical data},
author={Fienberg, Stephen E and Steele, Russell J},
journal={Journal of Official Statistics},
volume={14},
number={4},
pages={485--502},
year={1998},
publisher={Statistics Sweden (SCB)}
}
@Manual{fox2021GLMMRR,
title = {GLMMRR: Generalized Linear Mixed Model (GLMM) for Binary
Randomized Response Data},
author = {Fox, Jean-Paul and Klotzke, Konrad and Veen, Duco},
year = {2021},
note = {R package version 0.5.0},
url = {https://CRAN.R-project.org/package=GLMMRR},
}
@article{gamerman1997sampling,
title={Sampling from the posterior distribution in generalized
linear mixed models},
author={Gamerman, Dani},
journal={Statistics and Computing},
volume={7},
number={1},
pages={57--68},
year={1997},
publisher={Springer}
}
@book{gamerman2006markov,
title={Markov Chain Monte Carlo: Stochastic Simulation for Bayesian
Inference, Second Edition},
author={Gamerman, Dani and Lopes, Hedibert F},
year={2006},
publisher={Chapman \& Hall/CRC Press},
address={Boca Raton, FL}
}
@book{gelman2013bayesian,
title={Bayesian Data Analysis, Third Edition},
author={Gelman, Andrew and Stern, Hal S and Carlin, John B and
Dunson, David B and Vehtari, Aki and Rubin, Donald
B},
year={2013},
publisher={Chapman \& Hall/CRC Press},
address={Boca Raton, FL}
}
@article{greenland1988variance,
title={Variance estimation for epidemiologic effect estimates under
misclassification},
author={Greenland, Sander},
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volume={7},
number={7},
pages={745--757},
year={1988},
publisher={Wiley}
}
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title={Analysis of categorical data by linear models},
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pages={489--504},
year={1969},
volume={25},
number={3}
}
@article{gouweleeuw1998post,
title={Post randomisation for statistical disclosure control: {T}heory
and implementation},
author={Gouweleeuw, Jos{\'e} M and Kooiman, Peter and de Wolf, Peter-Paul},
journal={Journal of Official Statistics},
volume={14},
number={4},
pages={463--478},
year={1998},
publisher={Statistics Sweden}
}
@article{hawes2020implementing,
title={Implementing differential privacy: Seven lessons from the
2020 United States Census},
author={Hawes, Michael B},
journal={Harvard Data Science Review},
volume={2},
number={2},
year={2020}
}
@Manual{heck2021RRreg,
title = {RRreg: Correlation and Regression Analyses for Randomized
Response Data},
author = {Heck, Daniel W and Moshagen, Morten},
year = {2021},
note = {R package version 0.7.3},
url = {https://CRAN.R-project.org/package=RRreg},
}
@book{horn2013matrix,
title={Matrix Analysis, Second Edition},
author={Horn, Roger A and Johnson, Charles R},
year={2012},
publisher={Cambridge University Press},
address={New York},
}
@book{hundepool2012statistical,
title={Statistical disclosure control},
author={Hundepool, Anco and Domingo-Ferrer, Josep and Franconi,
Luisa and Giessing, Sarah and Nordholt, Eric Schulte
and Spicer, Keith and De Wolf, Peter-Paul},
year={2012},
publisher={John Wiley \& Sons},
address={Chichester, UK}
}
@Manual{jann2005RRLOGIT,
title = {RRLOGIT: Stata module to estimate logistic regression
for randomized response data},
author = {Jann, Ben},
year = {2005},
note = {revides 12 May 2011},
url = {https://ideas.repec.org/c/boc/bocode/s456203.html},
}
@article{jennrich1976newton,
title={Newton-Raphson and related algorithms for maximum likelihood
variance component estimation},
author={Jennrich, Robert I and Sampson, PF},
journal={Technometrics},
volume={18},
number={1},
pages={11--17},
year={1976},
publisher={Taylor \& Francis}
}
@book{jeffreys1961theory,
title={The Theory of Probability, Third Edition},
author={Jeffreys, Harold},
year={1961},
publisher={Oxford University Press},
address={Oxford, UK}
}
@article{judkins1990fay,
title={Fay's method for variance estimation},
author={Judkins, David R},
journal={Journal of Official Statistics},
volume={6},
number={3},
pages={223--239},
year={1990}
}
@article{karr2006framework,
title={A framework for evaluating the utility of data altered to
protect confidentiality},
author={Karr, Alan F and Kohnen, Christine N and Oganian, Anna and
Reiter, Jerome P and Sanil, Ashish P},
journal={The American Statistician},
volume={60},
number={3},
pages={224--232},
year={2006},
publisher={Taylor \& Francis}
}
@article{kass1995bayes,
title={Bayes factors},
author={Kass, Robert E and Raftery, Adrian E},
journal={Journal of the American Statistical Association},
volume={90},
number={430},
pages={773--795},
year={1995},
publisher={Taylor \& Francis}
}
@techreport{kooiman1997pram,
title={{PRAM}: A method for disclosure limitation of microdata},
author={Kooiman, Peter and Willenborg, Leon CRJ and Gouweleeuw, Jos{\'e} M},
institution={Department of Statistical Methods, Statistics Netherlands},
year={1997}
}
@incollection{kuha1997categorical,
title = {Categorical Data Analysis and Misclassification},
year={1997},
author = {Kuha, Jouni and Skinner, Chris J.},
pages={633--670},
editor={Lyberg, Lars E. and Biemer, Paul and Collins, Martin and De
Leeuw, Edith D. and Dippo, Cathryn and Schwarz,
Norbert and Trewin, Dennis},
booktitle = {Survey Measurement and Process Quality},
publisher={John Wiley \& Sons},
address={New York}
}
@book{lauritzen1996graphical,
title={Graphical Models},
author={Lauritzen, Steffen L},
address={Oxford},
year={1996},
publisher={Clarendon Press}
}
@article{lesaffre1989partial,
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