
@Article{fuglstadetal:2017,
  author = 	 {Fuglstad, {G.-A.} and Simpson, D. and Lindgren, F. and Rue, H.},
  title = 	 { Constructing Priors that Penalize the Complexity of Gaussian Random Fields},
  journal = 	 {submitted},
  year = 	 {2017},
  OPTkey = 	 {},
  OPTvolume = 	 {},
  OPTnumber = 	 {},
  OPTpages = 	 {},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{Rueetal:2017,
  author = 	 {Rue, H. and Riebler, A. I. and S{\o}rbye, S. H. and 
Illian, J. B. and Simpson, D. P. and Lindgren, F. K.},
  title = 	 {Bayesian Computing with INLA: A Review},
  journal = 	 {Annual Review of Statistics and Its Application},
  year = 	 {2017},
  OPTkey = 	 {},
  volume = 	 {4},
  OPTnumber = 	 {},
  pages = 	 {395-421},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{tobler:1970,
  author = 	 {Tobler, W. R.},
  title = 	 {A Computer Movie Simulating Urban Growth 
in the Detroid Region},
  journal = 	 {Economic Geography},
  year = 	 {1970},
  volume = 	 {2},
  number = 	 {46},
  pages = 	 {234-240}
}

@Book{cressie:1993,
  author = 	 {Cressie, N.},
  title = 	 {Statistics for Spatial Data},
  publisher = 	 {Wiley, N. Y.},
  year = 	 {1993},
  note = 	 {990p}
}

@Booklet{abrahamsen:1997,
  title = 	 {A Review of Gaussian Random Fields and 
Correlation Functions},
  author = 	 {Abrahamsen, P.},
  howpublished = {Norwegian Compting Center report No. 917},
  year = {1997}
}

@Book{diggleribeiro:2007,
  author = 	 {Diggle, P. J. and {Ribeiro Jr}, P. J.},
  title = 	 {Model-Based Geostatistics},
  publisher = 	 {Hardcover},
  year = 	 {2007},
  series = 	 {Springer Series in Statistics},
  note = 	 {230p}
}

@Book{RueHeld:2005,
  author = 	 {Rue, H. and Held, L.},
  title = 	 {Gaussian Markov Random Fields: Theory and Applications},
  publisher = 	 {Boca Raton: Chapman and Hall},
  year = 	 {2005},
  series = 	 {Monographs on Statistics \& Applied Probability}
}

@Article{rueT:2002,
  author = 	 {Rue, H. and Tjelmeland, H.},
  title = 	 {Fitting Gaussian Markov Random Fields to Gaussian Fields},
  journal = 	 {Scandinavian Journal of Statistics},
  year = 	 {2002},
  volume = 	 {29},
  number = 	 {1},
  pages = 	 {31-49}
}

@Article{rozanov:1977,
author = {Rozanov, J. A.},
title = {Markov random fields and stochastic partial differential equations},
journal = {Math. USSR Sbornik},
year = {1977},
volume = {32},
number = {4)},
pages = {515--534},
url = {http://dx.doi.org/10.1070/SM1977v032n04ABEH002404}
}

@Article{lindgrenRL:2011,
  author = 	 {Lindgren, F. and Rue, H. and Lindstr\"om, J.},
  title = 	 {An explicit link between Gaussian fields and
Gaussian Markov random fields: the stochastic
partial differential equation approach (with discussion)},
  journal = 	 {J. R. Statist. Soc. B},
  year = 	 {2011},
  volume = 	 {73},
  number = 	 {4},
  pages = 	 {423-498}
}

@Article{besag:1981,
  author = 	 {Besag, J.},
  title = 	 {On a System of Two-Dimensional Recurrence Equations},
  journal = 	 {J. R. Statist. Soc. B},
  year = 	 {1981},
  volume = 	 {43},
  number = 	 {3},
  pages = 	 {302-309}
}

@Article{geoR,
  title = {geo{R}: a package for geostatistical analysis},
  author = {{Ribeiro Jr}, P. J. and Diggle, P. J.},
  journal = {R-NEWS},
  year = {2001},
  month = {June},
  volume = {1},
  number = {2},
  pages = {14--18},
  note = {ISSN 1609-3631},
  url = {http://CRAN.R-project.org/doc/Rnews/},
}


@Article{lindgren:2012,
  author = 	 {Lindgren, F.},
  title = 	 {Continuous Domain Spatial Models in {R-INLA}},
  journal = 	 {The ISBA Bulletin},
  year = 	 {2012},
  volume = 	 {19},
  number = 	 {4},
  month = 	 {december},
  note = 	 {URL: \texttt{http://www.r-inla.org/examples/tutorials/spde-from-the-isba-bulletin}},
}

@Article{camelettietal:2012,
  author =       {Cameletti, M. and Lindgren, F. and
Simpson, D. and Rue, H.},
  title =        {Spatio-temporal modeling of particulate matter
concentration through the {SPDE} approach},
  journal =      {Advances in Statistical Analysis},
  year =         {2012},
  volume =       {97},
  number =       {2},      
  pages =        {109--131}
}

@Article{rueMC:2009,
  author = 	 {Rue, H. and Martino, S. and Chopin, N.},
  title = 	 { Approximate Bayesian Inference for Latent 
Gaussian Models Using Integrated Nested Laplace 
Approximations (with discussion)},
  journal = 	 {Journal of the Royal Statistical Society, Series B},
  year = 	 {2009},
  volume = 	 {71},
  number = 	 {2},
  pages = 	 {319-392}
}

@Article{sp,
  author = {Edzer J. Pebesma and Roger S. Bivand},
  title = {Classes and methods for spatial data in {R}},
  journal = {R News},
  year = {2005},
  volume = {5},
  number = {2},
  pages = {9--13},
  month = {November},
  url = {http://CRAN.R-project.org/doc/Rnews/},
}

@Book{Bivandetal:2008,
  author = {Roger S. Bivand and Edzer J. Pebesma and Virgilio Gomez-Rubio},
  title = {Applied spatial data analysis with {R}},
  year = {2008},
  publisher = {Springer, NY},
  url = {http://www.asdar-book.org/},
}

@Manual{spdep,
  title = {spdep: Spatial dependence: weighting schemes, statistics and models},
  author = {Roger Bivand and with contributions by Micah Altman and Luc Anselin and Renato Assun\c{c}\~ao and Olaf Berke and Andrew Bernat and Guillaume Blanchet and Eric Blankmeyer and Marilia Carvalho and Bjarke Christensen and Yongwan Chun and Carsten Dormann and St\'ephane Dray and Rein Halbersma and Elias Krainski and Pierre Legendre and Nicholas Lewin-Koh and Hongfei Li and Jielai Ma and Giovanni Millo and Werner Mueller and Hisaji Ono and Pedro Peres-Neto and Gianfranco Piras and Markus Reder and Michael Tiefelsdorf and Danlin Yu.},
  year = {2012},
  note = {R package version 0.5-55},
  url = {http://CRAN.R-project.org/package=spdep},
}

@Manual{rgeos,
    title = {rgeos: Interface to Geometry Engine - Open Source (GEOS)},
    author = {Roger Bivand and Colin Rundel},
    year = {2013},
    note = {R package version 0.2-13},
    url = {http://CRAN.R-project.org/package=rgeos},
}

@Manual{splancs,
    title = {splancs: Spatial and Space-Time Point Pattern Analysis},
    author = {Barry Rowlingson and Peter Diggle and {adapted} and packaged for R by Roger Bivand and pcp functions by Giovanni Petris and goodness of fit by Stephen Eglen},
    year = {2012},
    note = {R package version 2.01-31},
    url = {http://CRAN.R-project.org/package=splancs},
}

@Article{muffetal:2013,
  author = 	 {Muff, S. and Riebler, A. and Rue, H. and Saner, P. and Held, L.},
  title = 	 {Measurement error in {GLMM}s with {INLA}},
  journal = 	 {submitted},
  year = 	 {2013}
}

@article {diggleetal:2010,
author = {Diggle, Peter J. and Menezes, Raquel and Su, Ting-li},
title = {Geostatistical inference under preferential sampling},
journal = {Journal of the Royal Statistical Society: Series C (Applied Statistics)},
volume = {59},
number = {2},
publisher = {Blackwell Publishing Ltd},
issn = {1467-9876},
url = {http://dx.doi.org/10.1111/j.1467-9876.2009.00701.x},
doi = {10.1111/j.1467-9876.2009.00701.x},
pages = {191-232},
keywords = {Environmental monitoring, Geostatistics, Log-Gaussian Cox process, 
Marked point process, Monte Carlo inference, Preferential sampling},
year = {2010},
}

@Article{mollerSW:1998,
  author = 	 {M\o{}ller, J. and Syversveen, A. R. and Waagepetersen, R. P.},
  title = 	 {Log Gaussian Cox Processes},
  journal = 	 {Scandinavian Journal of Statistics},
  year = 	 {1998},
  volume = 	 {25},
  OPTnumber = 	 {},
  pages = 	 {451-482}
}

@Book{mollerW:2003,
  author = 	 {M\o{}ller, J. and Waagepetersen, R. P.},
  ALTeditor = 	 {},
  title = 	 {Statistical Inference and Simulation for Spatial Point Processes},
  publisher = 	 {Chapman and Hall/CRC, Boca Raton},
  year = 	 {2003}
}

@Article{illianetal:2012,
  author = 	 {Illian, J. B. and S\o{}rbye, S. H. and Rue, H.},
  title = 	 {A toolbox for fitting complex spatial point process 
models using integrated nested Laplace approximation (INLA)},
  journal = 	 {Annals of Applied Statistics},
  year = 	 {2012},
  volume = 	 {6},
  number = 	 {4},
  pages = 	 {1499-1530},
}

@Article{simpsonetal:2016,
 author = {Simpson, D. P. and Illian, J. B. and Lindren, F. and S\o{}rbye, S. H and Rue, H.}, 
 title = {Going off grid: computationally efficient inference for log-{G}aussian {C}ox processes},
 journal = {Biometrika},
 year = {2016},
 number = {1},
 volume = {103},
 pages = {49-70}
}

@Article{lindgrenR:2015,
  author =       {Lindgren, F. and Rue, H.},
  title =        {Bayesian Spatial and Spatio-Temporal Modelling with {R-INLA}},
  journal =      {Journal of Statistical Software},
  year =         {2015},
  OPTkey =       {},
  volume =       {63},
  number =       {19},
  OPTpages =     {},
  OPTmonth =     {},
  OPTnote =      {},
  OPTannote =    {}
}

@article{cardenasKR:2012,
title = "Direct fitting of dynamic models using integrated nested Laplace approximations — \{INLA\} ",
journal = "Computational Statistics \& Data Analysis ",
volume = "56",
number = "6",
pages = "1808 - 1828",
year = "2012",
note = "",
issn = "0167-9473",
doi = "http://dx.doi.org/10.1016/j.csda.2011.10.024",
url = "http://www.sciencedirect.com/science/article/pii/S0167947311003999",
author = "Ramiro Ruiz-C{\'a}rdenas and Elias T. Krainski and H{\aa}vard Rue",
keywords = "Approximate Bayesian inference",
keywords = "State-space models",
keywords = "Laplace approximation",
keywords = "Augmented model",
keywords = "Spatio-temporal dynamic models"
}

 @Manual{deldir,
    title = {deldir: Delaunay Triangulation and Dirichlet (Voronoi) Tessellation.},
    author = {Rolf Turner},
    year = {2014},
    note = {R package version 0.1-5},
    url = {http://CRAN.R-project.org/package=deldir},
  }



@Article{ingebrigtsenLS:2013,
  author = 	 {Ingebrigtsen, R. and Lindgren, F. and Steinsland, I.},
  title = 	 {Spatial models with explanatory variables in the dependence structure},
  journal = 	 {Spatial Statistics},
  year = 	 {2014},
  OPTkey = 	 {},
  volume = 	 {8},
  OPTnumber = 	 {},
  pages = 	 {20-38},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{hendersonSG:2003,
  author = 	 {Henderson, R. and Shimakura, S. and Gorst, D.},
  title = 	 {Modeling spatial variation in leukemia survival data},
  journal = 	 {JASA},
  year = 	 {2003},
  volume = 	 {97},
  number = 	 {460},
  pages = 	 {965-972}
}

@Book{blangiardoC:2015,
  author = 	 {Blangiardo, M. and Cameletti, M.},
  title = 	 {Spatial and {S}patio\-{T}emporal {B}ayesian models with {R}\-{INLA}},
  publisher = 	 {Wiley},
  year = 	 {2015}
}

@article{martinsSLR:2013,
	author = "Martins, T. G. and Simpson, D. and Lindgren, F. and Rue, H.",
	doi = "10.1016/j.csda.2013.04.014",
	issn = "0167-9473",
	journal = "Computational Statistics \& Data Analysis",
	keywords = "Approximate Bayesian inference; \{INLA\}; Latent Gaussian models",
	note = "",
	number = "0",
	pages = "68–83",
	title = "{Bayesian computing with INLA: New features}",
	url = "http://www.sciencedirect.com/science/article/pii/S0167947313001552",
	volume = "67",
	year = "2013"
}

@Article{schmidtG:2003,
  author = 	 {Schimdt, A. M. and Gelfand, A. E.},
  title = 	 {A Bayesian coregionalization approach for
multivariate pollutant data},
  journal = 	 {Journal of Geographysical Research},
  year = 	 {2003},
  key = 	 {},
  volume = 	 {108},
  number = 	 {D24},
  OPTpages = 	 {},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{sorbyeR:2014,
author = {S{\o}rbye, S. and Rue, H.},
title = {Scaling intrinsic Gaussian Markov random field priors in spatial modelling},
journal = {Spatial Statistics},
year = {2014},
volume = {8}
}

@Article{simpsonetal:2017,
  author = 	 {Simspon, D. P. and Rue, H. and Riebler, A. and Martins, T. G. and S\o{}rbye, S. H.},
  title = 	 {Penalising model component complexity: A principled, practical approach to constructing priors},
  journal = 	 {Statistical Science},
  year = 	 {2017},
  OPTkey = 	 {},
  OPTvolume = 	 {},
  OPTnumber = 	 {},
  OPTpages = 	 {},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{taylorDRD:2013,
  title = {{lgcp}: An {R} Package for Inference with Spatial and Spatio-Temporal Log-{G}aussian {C}ox Processes},
  author = 	 {Taylor, B. M. and Davies, T. M. and Rowlingson B. S. and Diggle, P. J.},
  journal = {Journal of Statistical Software},
  year = {2013},
  volume = {52},
  number = {4},
  pages = {1--40},
  url = {http://www.jstatsoft.org/v52/i04/},
}

@Book{westH:1997,
  author = 	 {West, M. and Harrison, J.},
  ALTeditor = 	 {},
  title = 	 {Bayesian Forecasting and Dynamic Models},
  publisher = 	 {Springer},
  year = 	 {1997}
}


@Book{petrisPC:2009,
  author = 	 {Petris, G. and Petroni, S. and Campagnoli, P.},
  ALTeditor = 	 {},
  title = 	 {Dynamic Linear Models with R},
  publisher = 	 {Springer},
  year = 	 {2009}
}


@Article{gelfandKSB:2003,
  author = 	 {Gelfand, A. E. and Kim, {H-J} and Sirmans, C. F. and Banerjee, S.},
  title = 	 {Spatial Modeling with Spatially Varying Coefficient Processes},
  journal = 	 {Journal of the American Statistical Association},
  year = 	 {2003},
  OPTkey = 	 {},
  volume = 	 {98},
  number = 	 {462},
  pages = 	 {387-396},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@TechReport{assuncaoGA:1999,
  author = 	 {Assun\c{c}\~ao, J. J. and Gamerman, D. and Assun\c{c}\~ao, R. M.},
  title = 	 {Regional Differences in Factor Productivities of 
Brazilian Agriculture: A Space-Varying Parameter Approach},
  institution =  {Universidade Federal do Rio de Janeiro, Statistical Laboratory},
  year = 	 {1999}
}

@Article{assuncaoPC:2002,
  author = 	 {Assun\c{c}\~ao, R. M. and Potter, J. E. and Cavenaghi, S. M.},
  title = 	 {A Bayesian space varying parameter model applied to estimating fertility schedules},
  journal = 	 {Statistics in Medicine},
  year = 	 {2002},
  volume = 	 {21},
  OPTnumber = 	 {},
  pages = 	 {2057-2075}
}

@Article{gamermanMR:2003,
  author = 	 {Gamerman, D. and Moreira, A. R. B. and Rue, H.},
  title = 	 {Space-varying regression models: specifications and simulation},
  journal = 	 {Computational Statistics \& Data Analysis - Special issue: Computational econometrics},
  year = 	 {2003},
  OPTkey = 	 {},
  volume = 	 {42},
  number = 	 {3},
  pages = 	 {513-533},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{vivarF:2009,
  author = 	 {Vivar, J. C. and Ferreira, M. A. R.},
  title = 	 {Spatiotemporal Models for Gaussian Areal Data},
  journal = 	 {Journal of Computational and Graphical Statistics},
  year = 	 {2009},
  OPTkey = 	 {},
  volume = 	 {18},
  number = 	 {3},
  pages = 	 {658-674},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

@Article{knorrheldR:2002,
  author = 	 {{Knorr-Held}, L. and Rue, H.},
  title = 	 {On Block Updating in Markov Random
Field Models for Disease Mapping},
  journal = 	 {Scandinavian Journal of Statistics },
  year = 	 {2002},
  OPTkey = 	 {},
  volume = 	 {20},
  OPTnumber = 	 {},
  pages = 	 {597-614},
  OPTmonth = 	 {},
  OPTnote = 	 {},
  OPTannote = 	 {}
}

