bibliography.bib

@article{gelman2006prior,
  title={Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)},
  author={Gelman, Andrew and others},
  journal={Bayesian analysis},
  volume={1},
  number={3},
  pages={515--534},
  year={2006},
  publisher={International Society for Bayesian Analysis}
}

@article{abhishek2012media,
  title={Media exposure through the funnel: A model of multi-stage attribution},
  author={Abhishek, Vibhanshu and Fader, Peter and Hosanagar, Kartik},
  journal={Available at SSRN 2158421},
  year={2012}
}

@article{vehtari2016practical,
  title={Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC},
  author={Vehtari, Aki and Gelman, Andrew and Gabry, Jonah},
  year={2016}
}

@incollection{Giordano15LRVB,
	Author = {Giordano, Ryan J and Broderick, Tamara and Jordan, Michael I},
	Booktitle = {Advances in Neural Information Processing Systems 28},
	Editor = {C. Cortes and N. D. Lawrence and D. D. Lee and M. Sugiyama and R. Garnett},
	Pages = {1441--1449},
	Publisher = {Curran Associates, Inc.},
	Title = {Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes},
	Url = {http://papers.nips.cc/paper/5755-linear-response-methods-for-accurate-covariance-estimates-from-mean-field-variational-bayes.pdf},
	Year = {2015},
	Bdsk-Url-1 = {http://papers.nips.cc/paper/5755-linear-response-methods-for-accurate-covariance-estimates-from-mean-field-variational-bayes.pdf}}

@article{gelman2007transformed,
  title={Transformed and parameter-expanded Gibbs samplers for multilevel linear and generalized linear models},
  author={Gelman, Andrew and van Dyk, David A and Huang, Zaiying and Boscardin, W John},
  year={2007}
}

@article{gelman1992inference,
  title={Inference from iterative simulation using multiple sequences},
  author={Gelman, Andrew and Rubin, Donald B},
  journal={Statistical science},
  pages={457--472},
  year={1992},
  publisher={JSTOR}
}

@Manual{stanmanual,
    title = {Stan Modeling Language User's Guide and Reference Manual,
      Version 2.12.0},
    author = {{Stan Development Team}},
    year = {2016},
    url = {http://mc-stan.org/},
  }
  
@inproceedings{dalessandro2012causally,
  title={Causally motivated attribution for online advertising},
  author={Dalessandro, Brian and Perlich, Claudia and Stitelman, Ori and Provost, Foster},
  booktitle={Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy},
  pages={7},
  year={2012},
  organization={ACM}
}

@inproceedings{yadagiri2015non,
  title={A non-parametric approach to the multi-channel attribution problem},
  author={Yadagiri, Meghanath Macha and Saini, Shiv Kumar and Sinha, Ritwik},
  booktitle={International Conference on Web Information Systems Engineering},
  pages={338--352},
  year={2015},
  organization={Springer}
}

@inproceedings{bernardo2003non,
  title={Non-centered parameterisations for hierarchical models and data augmentation},
  author={Bernardo, JM and Bayarri, MJ and Berger, JO and Dawid, AP and Heckerman, D and Smith, AFM and West, M},
  booktitle={Bayesian Statistics 7: Proceedings of the Seventh Valencia International Meeting},
  pages={307},
  year={2003},
  organization={Oxford University Press, USA}
}

@article{betancourt2013hamiltonian,
  title={Hamiltonian Monte Carlo for hierarchical models},
  author={Betancourt, MJ and Girolami, Mark},
  journal={arXiv preprint arXiv:1312.0906},
  year={2013}
}

@book{gelman2014bayesian,
  title={Bayesian data analysis},
  author={Gelman, Andrew and Carlin, John B and Stern, Hal S and Rubin, Donald B},
  volume={2},
  year={2014},
  publisher={Chapman \& Hall/CRC Boca Raton, FL, USA}
}

@misc{citestyle,
  title = {Citation CSL Styles provided by CitationStyles.org and Zotero},
  howpublished = {\url{http://citationstyles.org/}}
}