@book{de2007extreme,
  author    = {de Haan, Laurens and Ferreira, Ana},
  title     = {Extreme Value Theory: An Introduction},
  publisher = {Springer Science \& Business Media},
  year      = {2007}
}
@article{BalkemaDeHaan1974,
  author  = {Balkema, August A. and de Haan, Laurens},
  title   = {Residual Life Time at Great Age},
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  number  = {5},
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  doi     = {10.1214/aop/1176996548}
}
@manual{bartCause_pkg,
  author       = {{R Package Authors}},
  title        = {{bartCause}: Causal Inference using Bayesian Additive Regression Trees},
  year         = {2025},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.bartCause},
  url          = {https://cran.r-project.org/package=bartCause}
}

@manual{BCEE_pkg,
  author       = {{R Package Authors}},
  title        = {{BCEE}: The Bayesian Causal Effect Estimation Algorithm},
  year         = {2023},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.BCEE},
  url          = {https://cran.r-project.org/package=BCEE}
}

@manual{bcf_pkg,
  author       = {{R Package Authors}},
  title        = {{bcf}: Causal Inference using Bayesian Causal Forests},
  year         = {2024},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.bcf},
  url          = {https://cran.r-project.org/package=bcf}
}

@article{Behrens2004,
  author  = {Behrens, Cibele N. and Lopes, Hedibert F. and Gamerman, Dani},
  title   = {Bayesian Analysis of Extreme Events with Threshold Estimation},
  journal = {Statistical Modelling},
  year    = {2004},
  volume  = {4},
  number  = {3},
  pages   = {227--244},
  doi     = {10.1191/1471082X04st075oa}
}

@article{BlackwellMacQueen1973,
  author  = {Blackwell, David and MacQueen, James B.},
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  year    = {1973},
  volume  = {1},
  number  = {2},
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  doi     = {10.1214/aos/1176342372}
}

@article{canale2021BNPmix,
  author  = {Corradin, Riccardo and Canale, Antonio and Nipoti, Bernardo},
  title   = {{BNPmix}: An {R} Package for Bayesian Nonparametric Modeling via Pitman--Yor Mixtures},
  journal = {Journal of Statistical Software},
  year    = {2021},
  volume  = {100},
  number  = {15},
  pages   = {1--47},
  doi     = {10.18637/jss.v100.i15}
}

@book{Coles2001,
  author      = {Coles, Stuart},
  title       = {An Introduction to Statistical Modeling of Extreme Values},
  publisher   = {Springer},
  address     = {London},
  year        = {2001},
  doi         = {10.1007/978-1-4471-3675-0}
}

@article{devalpine2017nimble,
  author  = {de Valpine, Perry and Turek, Daniel and Paciorek, Christopher J. and Anderson-Bergman, Carsten and Temple Lang, Duncan and Bodik, Rastislav},
  title   = {Programming with Models: Writing Statistical Algorithms for General Model Structures with {NIMBLE}},
  journal = {Journal of Statistical Software},
  year    = {2017},
  volume  = {76},
  number  = {10},
  pages   = {1--27},
  doi     = {10.18637/jss.v076.i10}
}

@manual{dirichletprocess_pkg,
  author       = {{R Package Authors}},
  title        = {{dirichletprocess}: Build Dirichlet Process Objects for Bayesian Modelling},
  year         = {2023},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.dirichletprocess},
  url          = {https://cran.r-project.org/package=dirichletprocess}
}

@article{durrieu2018extremefit,
  author  = {Durrieu, Gilles and Grama, Ion and Jaunatre, Kevin and Pham, Quang-Khoai and Tricot, Jean-Marie},
  title   = {extremefit: A Package for Extreme Quantiles},
  journal = {Journal of Statistical Software},
  year    = {2018},
  volume  = {87},
  number  = {12},
  pages   = {1--20},
  doi     = {10.18637/jss.v087.i12}
}

@article{EscobarWest1995,
  author  = {Escobar, Michael D. and West, Mike},
  title   = {Bayesian Density Estimation and Inference Using Mixtures},
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  year    = {1995},
  volume  = {90},
  number  = {430},
  pages   = {577--588},
  doi     = {10.1080/01621459.1995.10476550}
}

@manual{evdbayes_pkg,
  author       = {{R Package Authors}},
  title        = {{evdbayes}: Bayesian Analysis in Extreme Value Theory},
  year         = {2025},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.evdbayes},
  url          = {https://cran.r-project.org/package=evdbayes}
}

@article{Ferguson1973,
  author  = {Ferguson, Thomas S.},
  title   = {A {B}ayesian Analysis of Some Nonparametric Problems},
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  year    = {1973},
  volume  = {1},
  number  = {2},
  pages   = {209--230},
  doi     = {10.1214/aos/1176342360}
}

@article{Frigessi2002,
  author  = {Frigessi, Arnoldo and Haug, Ola and Rue, H{\aa}vard},
  title   = {A Dynamic Mixture Model for Unsupervised Tail Estimation without Threshold Selection},
  journal = {Extremes},
  year    = {2002},
  volume  = {5},
  number  = {3},
  pages   = {219--235},
  doi     = {10.1023/A:1024072610684}
}

@article{hill2011bart,
  author  = {Hill, Jennifer L.},
  title   = {Bayesian Nonparametric Modeling for Causal Inference},
  journal = {Journal of Computational and Graphical Statistics},
  year    = {2011},
  volume  = {20},
  number  = {1},
  pages   = {217--240},
  doi     = {10.1198/jcgs.2010.08162}
}

@book{ImbensRubin2015,
  author    = {Imbens, Guido W. and Rubin, Donald B.},
  title     = {Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction},
  publisher = {Cambridge University Press},
  address   = {Cambridge},
  year      = {2015}
}

@article{jara2011DPpackage,
  author  = {Jara, Alejandro and Hanson, Timothy and Quintana, Fernando and M{\"u}ller, Peter and Rosner, Gary},
  title   = {DPpackage: Bayesian Semi- and Nonparametric Modeling in {R}},
  journal = {Journal of Statistical Software},
  year    = {2011},
  volume  = {40},
  number  = {5},
  pages   = {1--30},
  doi     = {10.18637/jss.v040.i05}
}

@article{Lo1984,
  author  = {Lo, Albert Y.},
  title   = {On a Class of {B}ayesian Nonparametric Estimates: {I}. Density Estimates},
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  year    = {1984},
  volume  = {12},
  number  = {1},
  pages   = {351--357},
  doi     = {10.1214/aos/1176346412}
}

@article{Neal2000,
  author  = {Neal, Radford M.},
  title   = {Markov Chain Sampling Methods for {D}irichlet Process Mixture Models},
  journal = {Journal of Computational and Graphical Statistics},
  year    = {2000},
  volume  = {9},
  number  = {2},
  pages   = {249--265},
  doi     = {10.1080/10618600.2000.10474879}
}

@article{Neyman1923,
  author  = {Neyman, Jerzy},
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}

@manual{nimble_pkg,
  author       = {{R Package Authors}},
  title        = {{nimble}: MCMC, Particle Filtering, and Programmable Hierarchical Modeling},
  year         = {2025},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.nimble},
  url          = {https://cran.r-project.org/package=nimble}
}

@article{Pickands1975,
  author  = {Pickands, James},
  title   = {Statistical Inference Using Extreme Order Statistics},
  journal = {The Annals of Statistics},
  year    = {1975},
  volume  = {3},
  number  = {1},
  pages   = {119--131},
  doi     = {10.1214/aos/1176343003}
}

@manual{POT_pkg,
  author       = {{R Package Authors}},
  title        = {{POT}: Generalized Pareto Distribution and Peaks Over Threshold},
  year         = {2024},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.POT},
  url          = {https://cran.r-project.org/package=POT}
}

@article{RosenbaumRubin1983,
  author  = {Rosenbaum, Paul R. and Rubin, Donald B.},
  title   = {The Central Role of the Propensity Score in Observational Studies for Causal Effects},
  journal = {Biometrika},
  year    = {1983},
  volume  = {70},
  number  = {1},
  pages   = {41--55},
  doi     = {10.1093/biomet/70.1.41}
}

@article{Rubin1974,
  author      = {Rubin, Donald B.},
  title       = {Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies},
  journal     = {Journal of Educational Psychology},
  year        = {1974},
  volume      = {66},
  number      = {5},
  pages       = {688--701},
  doi         = {10.1037/h0037350}
}

@article{Sethuraman1994,
  author  = {Sethuraman, Jayaram},
  title   = {A Constructive Definition of {D}irichlet Priors},
  journal = {Statistica Sinica},
  year    = {1994},
  volume  = {4},
  number  = {2},
  pages   = {639--650}
}

@article{talbot2015bcee,
  author  = {Talbot, Denis and Lefebvre, Genevi\`eve and Atherton, Juli and Chiu, Yohann},
  title   = {The Bayesian Causal Effect Estimation Algorithm},
  journal = {Journal of Causal Inference},
  year    = {2015},
  volume  = {3},
  number  = {2},
  pages   = {207--236},
  doi     = {10.1515/jci-2014-0035}
}

@book{Gelman2013BDA,
  author    = {Gelman, Andrew and Carlin, John B. and Stern, Hal S. and Dunson, David B. and Vehtari, Aki and Rubin, Donald B.},
  title     = {Bayesian Data Analysis},
  edition   = {3},
  publisher = {Chapman and Hall/CRC},
  address   = {Boca Raton, FL},
  year      = {2013},
  doi       = {10.1201/b16018}
}

@manual{coda_pkg,
  author       = {Plummer, Martyn and Best, Nicky and Cowles, Kate and Vines, Karen},
  title        = {{coda}: Output Analysis and Diagnostics for MCMC},
  year         = {2024},
  note         = {R package version 0.19-4.1},
  url          = {https://cran.r-project.org/package=coda}
}
@manual{ggmcmc_pkg,
  author       = {{R Package Authors}},
  title        = {{ggmcmc}: Analysis of MCMC Samples and Bayesian Inference},
  year         = {2025},
  note         = {R package on CRAN},
  doi          = {10.32614/CRAN.package.ggmcmc},
  url          = {https://cran.r-project.org/package=ggmcmc}
}
@article{Binder1978,
  author  = {Binder, David A.},
  title   = {{B}ayesian Cluster Analysis},
  journal = {Biometrika},
  year    = {1978},
  volume  = {65},
  number  = {1},
  pages   = {31--38},
  doi     = {10.1093/biomet/65.1.31}
}

@article{DeIorio2004,
  author  = {De Iorio, Maria and M{\"u}ller, Peter and Rosner, Gary L. and MacEachern, Steven N.},
  title   = {An {ANOVA} Model for Dependent Random Measures},
  journal = {Journal of the American Statistical Association},
  year    = {2004},
  volume  = {99},
  number  = {465},
  pages   = {205--215},
  doi     = {10.1198/016214504000000205}
}

@article{Quintana2022,
  author  = {Quintana, Fernando A. and M{\"u}ller, Peter and Jara, Alejandro and MacEachern, Steven N.},
  title   = {The Dependent {D}irichlet Process and Related Models},
  journal = {Statistical Science},
  year    = {2022},
  volume  = {37},
  number  = {1},
  pages   = {24--49},
  doi     = {10.1214/20-STS819}
}

@article{Ren2011,
  author  = {Ren, Lu and Du, Lan and Carin, Lawrence and Dunson, David B.},
  title   = {The Logistic Stick-Breaking Process},
  journal = {Journal of Machine Learning Research},
  year    = {2011},
  volume  = {12},
  number  = {7},
  pages   = {203--239},
  url     = {https://www.jmlr.org/papers/v12/ren11a.html}
}

@manual{MacEachern1999,
  author       = {MacEachern, Steven N.},
  title        = {Dependent Nonparametric Processes},
  year         = {1999},
  note         = {ASA Proceedings of the Section on Bayesian Statistical Science},
  url          = {https://u.osu.edu/maceachern.1/files/2025/05/1999-MacEachern-JSM-Proceedings.pdf}
}

@manual{MacEachern2000,
  author       = {MacEachern, Steven N.},
  title        = {Dependent {D}irichlet Processes},
  year         = {2000},
  note         = {Technical Report, Department of Statistics, The Ohio State University},
  url          = {https://u.osu.edu/maceachern.1/files/2025/05/2000-MacEachern-DDP-Tech-Report.pdf}
}

@book{Dahl2006,
  author    = {Dahl, David B.},
  title     = {Model-Based Clustering for Expression Data via a {D}irichlet Process Mixture Model},
  year      = {2006},
  publisher = {Cambridge University Press},
  note      = {In: \emph{Bayesian Inference for Gene Expression and Proteomics}, Kim-Anh Do, Peter M{\"u}ller, Marina Vannucci (Eds.)}
}

@article{Lalonde1986,
  author  = {LaLonde, Robert J.},
  title   = {Evaluating the Econometric Evaluations of Training Programs with Experimental Data},
  journal = {The American Economic Review},
  year    = {1986},
  volume  = {76},
  number  = {4},
  pages   = {604--620}
}

@article{DehejiaWahba1999,
  author  = {Dehejia, Rajeev H. and Wahba, Sadek},
  title   = {Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs},
  journal = {Journal of the American Statistical Association},
  year    = {1999},
  volume  = {94},
  number  = {448},
  pages   = {1053--1062},
  doi     = {10.1080/01621459.1999.10473858}
}

@article{DehejiaWahba2002,
  author  = {Dehejia, Rajeev H. and Wahba, Sadek},
  title   = {Propensity Score-Matching Methods for Nonexperimental Causal Studies},
  journal = {The Review of Economics and Statistics},
  year    = {2002},
  volume  = {84},
  number  = {1},
  pages   = {151--161},
  doi     = {10.1162/003465302317331982}
}

