Raw File
SNS.bib
@article{neal2003slice,
  title={Slice Sampling},
  author={Neal, Radford M},
  journal={Annals of Statistics},
  pages={705--741},
  year={2003},
  publisher={JSTOR}
}

@article{gilks1992adaptive,
  title={Adaptive Rejection Sampling for Gibbs Sampling},
  author={Gilks, Walter R and Wild, Pascal},
  journal={Applied Statistics},
  pages={337--348},
  year={1992},
  publisher={JSTOR}
}

@article{geman1984stochastic,
  title={Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images},
  author={Geman, Stuart and Geman, Donald},
  journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on},
  number={6},
  pages={721--741},
  year={1984},
  publisher={IEEE}
}

@Manual{mahani2014mfusampler,
  title = {MfUSampler: Multivariate-from-Univariate (MfU) MCMC Sampler},
  author = {Alireza S. Mahani and Mansour T.A. Sharabiani},
  year = {2015},
  note = {R package version 0.9.2},
}

@article{thomas2006making,
  title={Making BUGS Open},
  author={Andrew Thomas and Bob O'Hara and Uwe Ligges and Sibylle Sturtz},
  sthsth={Andrew Thomas and others},
  journal={R News},
  volume={6},
  number={1},
  pages={12--17},
  year={2006}
}

@Manual{plummer-jags,
author = {Martyn Plummer},
title = {JAGS: Just Another Gibbs Sampler, Version 3.4.0},
year = {2013},
url = {http://mcmc-jags.sourceforge.net/}
}

@article{girolami2011riemann,
  title={Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods},
  author={Girolami, Mark and Calderhead, Ben},
  journal={Journal of the Royal Statistical Society B (Statistical Methodology)},
  volume={73},
  number={2},
  pages={123--214},
  year={2011},
  publisher={Wiley Online Library}
}

@article{hastings1970monte,
  title={Monte Carlo Sampling Methods Using Markov Chains and Their Applications},
  author={Hastings, W Keith},
  journal={Biometrika},
  volume={57},
  number={1},
  pages={97--109},
  year={1970},
  publisher={Biometrika Trust}
}

@article{mahani2015expander,
  title={Expander Framework for Generating High-Dimensional GLM Gradient and Hessian from Low-Dimensional Base Distributions: R Package RegressionFactory},
  author={Mahani, Alireza S and Sharabiani, Mansour TA},
  journal={arXiv preprint arXiv:1501.06111},
  year={2015}
}

@article{qi2002hessian,
  title={Hessian-Based Markov Chain Monte-Carlo Algorithms},
  author={Qi, Yuan and Minka, Thomas P},
  year={2002},
  journal={1st Cape Cod Workshop on Monte Carlo Methods},
  publisher={Citeseer}
}

@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{MATLAB:2014,
year = {2014},
author = {MATLAB},
title = {Release 2014b},
publisher = {The MathWorks Inc.},
address = {Natick, Massachusetts}
}

@phdthesis{thompson2011slice,
  title={Slice Sampling with Multivariate Steps},
  author={Thompson, Madeleine B},
  year={2011},
  school={University of Toronto}
}

@book{nelder1972generalized,
  title={Generalized Linear Models},
  author={Nelder, John A and Baker, RJ},
  year={1972},
  publisher={Wiley Online Library}
}

@article{sobehart2000moody,
  title={Moody's Public Firm Risk Model: A Hybrid Approach to Modeling Short-term Default Risk},
  author2={Jorge R Sobehart and Roger Stein and Victoriya Mikityanskaya and Li Li},
  author={Jorge R Sobehart and others},
  journal={Moody's Investors Service, Global Credit Research, Rating Methodology, March},
  year={2000}
}

@article{azar2011immunologic,
  title={Immunologic profile of excessive body weight},
  author2={Sharabiani, Mansour Taghavi Azar and Vermeulen, Roel and Scoccianti, Chiara and Hosnijeh, Fatemeh Saberi and Minelli, Liliana and Sacerdote, Carlotta and Palli, Domenico and Krogh, Vittorio and Tumino, Rosario and Chiodini, Paolo and others},
  author={Mansour Taghavi Azar Sharabiani and others},
  journal={Biomarkers},
  volume={16},
  number={3},
  pages={243--251},
  year={2011},
  publisher={Informa Healthcare London}
}

@book{gelman2007data,
  title={Data Analysis Using Regression and Multilevel/Hierarchical Models},
  author={Gelman, Andrew and Hill, Jennifer},
  year={2007},
  publisher={Cambridge University Press}
}

@book{peter2005bayesian,
  title={Bayesian Statistics and Marketing},
  author2={Peter E. Rossi and Allenby, Greg M and McCulloch, Robert Edward},
  author={Peter E. Rossi and others},
  year={2005},
  publisher={J. Wiley \& Sons}
}

@book{mcculloch2006generalized,
  title={Generalized Linear Mixed Models},
  author={McCulloch, Charles E},
  year={2006},
  publisher={Wiley Online Library}
}

@book{nocedal2006book,
  title={Numerical Optimization},
  series={Springer Series in Operations Research and Financial Engineering},
  author={Nocedal, Jorge and Wright, Stephen J},
  year={2006},
  publisher={Springer Verlag}
}

@inbook{nocedal2006optim,
  title={Numerical Optimization},
  series={Springer Series in Operations Research and Financial Engineering},
  author={Nocedal, Jorge and Wright, Stephen J},
  year={2006},
  publisher={Springer Verlag},
  chapter={3}
}

@article{roberts1999convergence,
  title={Convergence of Slice Sampler Markov chains},
  author={Roberts, Gareth O and Rosenthal, Jeffrey S},
  journal={Journal of the Royal Statistical Society B (Statistical Methodology)},
  volume={61},
  number={3},
  pages={643--660},
  year={1999},
  publisher={Wiley Online Library}
}

@article{geweke2001bayesian,
  title={Bayesian estimation of state-space models using the Metropolis--Hastings algorithm within Gibbs sampling},
  author={Geweke, John and Tanizaki, Hisashi},
  journal={Computational Statistics \& Data Analysis},
  volume={37},
  number={2},
  pages={151--170},
  year={2001},
  publisher={Elsevier}
}

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