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assignments/2024_A2.pdf

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assignments/bayes_2024.bib

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@@ -60,7 +60,7 @@ @article{OHagan1998
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@article{Tierney1998,
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title={A note on {M}etropolis-{H}astings kernels for general state spaces},
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author={Tierney, Luke},
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journal={Annals of applied probability},
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journal={Annals of Applied Probability},
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pages={1--9},
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year={1998},
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publisher={JSTOR}
@@ -149,4 +149,91 @@ @article{Bai2021
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pages={81--108},
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year={2021},
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publisher={Chapman and Hall/CRC}
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}
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@article{Tibshirani1996,
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ISSN = {00359246},
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URL = {http://www.jstor.org/stable/2346178},
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author = {Robert Tibshirani},
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journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
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number = {1},
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pages = {267--288},
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publisher = {[Royal Statistical Society, Wiley]},
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title = {Regression Shrinkage and Selection via the {L}asso},
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urldate = {2024-06-24},
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volume = {58},
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year = {1996}
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}
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@book{Lindley1980,
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title={The Bayesian approach to statistics},
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author={Lindley, Dennis V},
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year={1980},
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publisher={University of California (Berkeley). Operations Research Center}
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}
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@article{Barker1965,
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title={Monte {C}arlo calculations of the radial distribution functions for a proton-electron plasma},
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author={Barker, Anthony Alfred},
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journal={Australian Journal of Physics},
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volume={18},
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number={2},
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pages={119--134},
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year={1965},
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publisher={CSIRO Publishing}
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}
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@article{Green1995,
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title={Reversible jump Markov chain Monte Carlo computation and Bayesian model determination},
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author={Green, Peter J},
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journal={Biometrika},
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volume={82},
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number={4},
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pages={711--732},
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year={1995},
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publisher={Oxford University Press}
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}
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@article{George1993,
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title={Variable selection via Gibbs sampling},
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author={George, Edward I and McCulloch, Robert E},
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journal={Journal of the American Statistical Association},
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volume={88},
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number={423},
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pages={881--889},
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year={1993},
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publisher={Taylor \& Francis}
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}
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@article{Carvalho2010,
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title={The horseshoe estimator for sparse signals},
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author={Carvalho, Carlos M and Polson, Nicholas G and Scott, James G},
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journal={Biometrika},
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volume={97},
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number={2},
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pages={465--480},
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year={2010},
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publisher={Oxford University Press}
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}
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@article{Raftery1996,
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title={Approximate {B}ayes factors and accounting for model uncertainty in generalised linear models},
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author={Raftery, Adrian E},
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journal={Biometrika},
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volume={83},
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number={2},
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pages={251--266},
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year={1996},
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publisher={Oxford University Press}
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}
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@article{Gabry2019,
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title={Visualization in Bayesian workflow},
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author={Gabry, Jonah and Simpson, Daniel and Vehtari, Aki and Betancourt, Michael and Gelman, Andrew},
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journal={Journal of the Royal Statistical Society Series A: Statistics in Society},
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volume={182},
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number={2},
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pages={389--402},
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year={2019},
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publisher={Oxford University Press}
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}

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