LitReviewBib.bib

@article{aldrin2012bayesian,
  title={Bayesian estimation of climate sensitivity based on a simple climate model fitted to observations of hemispheric temperatures and global ocean heat content},
  author={Aldrin, M. and Holden, M. and Guttorp, P. and Skeie, R.B. and Myhre, G. and Berntsen, T.K.},
  journal={Environmetrics},
  year={2012},
  publisher={Wiley Online Library}
}

  %author={Allard, Denis and Beauchamp, Maxime and Bel, Liliane and Desassis, Nicolas and Gabriel, {\'E}dith and Geniaux, Ghislain and Malherbe, Laure and Martinetti, Davide and Opitz, Thomas and Parent, {\'E}ric and others},

@article{allard2017analyzing,
  title={Analyzing spatio-temporal data with R: Everything you always wanted to know -- but were afraid to ask},
  author={{RESSTE Network et al.}},
  journal={Journal de la Soci\'et\'e Fran\c{c}aise de Statistique},
  volume={158},
  pages={124--158},
  year={2017}
}

@article{andr2010,
 author={Andrieu, C. and  Doucet, A.  and Holenstein, R.},
 year={2010},
 title={Particle Markov chain Monte Carlo methods},
 journal={JRSSB},
 volume={72},
 pages={1--33}
}

@book{baddeley2015spatial,
  title={Spatial Point Patterns: Methodology and Applications with R},
  author={Baddeley, Adrian and Rubak, Ege and Turner, Rolf},
  year={2015},
  publisher={Chapman \& Hall/CRC},
  address={Boca Raton, FL}
}

@article{bakar2015sptimer,
  title={spTimer: Spatio-temporal Bayesian modelling using R},
  author={Bakar, Khandoker Shuvo and Sahu, Sujit K},
  journal={Journal of Statistical Software},
  volume={63},
  number={15},
  pages={1--32},
  year={2015},
  publisher={Foundation for Open Access Statistics}
}


@book{banerjee2003hierarchical,
  title={Hierarchical Modeling and Analysis for Spatial Data},
  author={Banerjee, S. and Carlin, B. P. and Gelfand, A. E.},
   volume={101},
  year={2003},
  publisher={Chapman \& Hall/CRC}
}

@book{banerjee2015hierarchical,
  title={Hierarchical Modeling and Analysis for Spatial Data},
  edition = {second},
  author={Banerjee, S. and Carlin, B.~P. and Gelfand, A.~E.},
  year={2015},
  publisher={Chapman \& Hall/CRC},
  address={Boca Raton, FL}
}

@article{barnett1981statistical,
  title={Statistical prediction of North American air temperatures from Pacific predictors},
  author={Barnett, T P},
  journal={Monthly Weather Review},
  volume={109},
  number={5},
  pages={1021--1041},
  year={1981}
}


@article{barnett1987origins,
  title={Origins and levels of monthly and seasonal forecast skill for United States surface air temperatures determined by canonical correlation analysis},
  author={Barnett, T P and Preisendorfer, R.},
  journal={Monthly Weather Review},
  volume={115},
  pages={1825--1850},
  year={1987}
}


@article{barnston1999predictive,
  title={Predictive skill of statistical and dynamical climate models in SST forecasts during the 1997-98 El Ni{\~n}o episode and the 1998 La Ni{\~n}a onset},
  author={Barnston, A.G. and He, Y. and Glantz, M.H.},
  journal={Bulletin of the American Meteorological Society},
  volume={80},
  number={2},
  pages={217--243},
  year={1999}
}

@article{benjamini1995controlling,
  title={Controlling the false discovery rate: A prac\-tical and powerful approach to multiple testing},
  author={Benjamini, Yoav and Hochberg, Yosef},
  journal={Journal of the Royal Statistical Society, Series B},
  pages={289--300},
  volume={57},
  year={1995},
  publisher={JSTOR}
}

@book{bennett2002inverse,
  title={Inverse modeling of the ocean and atmosphere},
  author={Bennett, A.F.},
  year={2002},
  publisher={Cambridge University Press}
}

@incollection{berliner1996hierarchical,
  title={Hierarchical {B}ayesian time series models},
  author={Berliner, L Mark},
  booktitle={Maximum Entropy and Bayesian Methods},
  series={Fundamental Theories of Physics, 79},
  editor={Hanson, K. M. and Silver, R. N.},
  pages={15--22},
  year={1996},
  address={Dordecht},
  publisher={Kluwer}
}


@article{berliner2000long,
  title={Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling},
  author={Berliner, L.M. and Wikle, C.K. and Cressie, N.},
  journal={Journal of climate},
  volume={13},
  number={22},
  pages={3953--3968},
  year={2000}
}

@article{berliner2003bayesian,
  title={Bayesian hierarchical modeling of air-sea interaction},
  author={Berliner, L Mark and Milliff, Ralph F and Wikle, Christopher K},
  journal={Journal of Geophysical Research: Oceans},
  volume={108},
  number={C4},
  year={2003},
  publisher={Wiley Online Library}
}

@article{berliner2003physical,
  title={Physical-statistical modeling in geophysics},
  author={Berliner, L.M.},
  journal={Journal of geophysical research},
  volume={108},
  number={D24},
  pages={8776},
  year={2003},
  publisher={American Geophysical Union}
}

@article{beau2003,
 author={Beaumont, M. and  Zhang, W. and Balding, D.},
 year={ 2002},
 title={Approximate Bayesian computation in population genetics.},
 journal={ Genetics},
 volume={162},
 pages={2025--2035}
}


@article{Beskos2013,
title = {Advanced MCMC methods for sampling on diffusion pathspace},
journal = {Stochastic Processes and their Applications},
author={Beskos, A. and Kalogeropoulos, K. and Pazos, E.},
volume = {123},
number = {4},
pages = {1415--1453},
year = {2013}
}


@book{blangiardo2015spatial,
  title={Spatial and Spatio-Temporal Bayesian Models with {R-INLA}},
  author={Blangiardo, Marta and Cameletti, Michela},
  year={2015},
  publisher={John Wiley \& Sons},
  address = {Hoboken, NJ}
}

@article{blangiardo2013spatial,
	title={Spatial and spatio-temporal models with R-INLA},
	author={Blangiardo, Marta and Cameletti, Michela and Baio, Gianluca and Rue, H{\aa}vard},
	journal={Spatial and Spatio-temporal Epidemiology},
	volume={4},
	pages={33--49},
	year={2013},
	publisher={Elsevier}
}

@article{box1976science,
  title={Science and statistics},
  author={Box, George E P},
  journal={Journal of the American Statistical Association},
  volume={71},
  number={356},
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  publisher={Taylor \& Francis}
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@incollection{box1979robustness,
  title={Robustness in the strategy of scientific model building},
  author={Box, George E P},
  booktitle={Robustness in Stat\-ist\-ics},
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@article{branstator1993identification,
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@article{briggs1997wavelets,
  title={Wavelets and field forecast verification},
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  volume={125},
  number={6},
  pages={1329--1341},
  year={1997}
}

@article{brocker2007scoring,
  title={Scoring probabilistic forecasts: The importance of being proper},
  author={Br{\"o}cker, Jochen and Smith, Leonard A},
  journal={Weather and Forecasting},
  volume={22},
  number={2},
  pages={382--388},
  year={2007}
}

@incollection{brown2012forecasts,
  title={Forecasts of spatial fields},
  author={Brown, Barbara G and Gilleland, Eric and Ebert, Elizabeth E},
  editor={Ian T. Jolliffe and David B. Stephenson},
  booktitle={Forecast Verification: A Practitioner's Guide in Atmospheric Science},
  pages={95--117},
  edition = {2},
  year={2012},
  publisher={John Wiley \& Sons},
  address={Chichester}
}


@article{brown2012quantifying,
  title={Quantifying Eddy-Chlorophyll Covariability in the Coastal Gulf of Alaska},
  author={Brown, J. and Fiechter, J.},
  journal={Dynamics of Atmospheres and Oceans},
  year={2012},
  publisher={Elsevier}
}

@article{burgers1999normal,
  title={The ``normality'' of El Nino},
  author={Burgers, G. and Stephenson, D.B.},
  journal={Geophys. Res. Lett},
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  year={1999}
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@article{calder2011modeling,
  title={Modeling Space--Time Dynamics of Aerosols Using Satellite Data and Atmospheric Transport Model Output},
  author={Calder, C.A. and Berrett, C. and Shi, T. and Xiao, N. and Munroe, D.K.},
  journal={Journal of agricultural, biological, and environmental statistics},
  pages={1--18},
  year={2011},
  publisher={Springer}
}


@book{carlin2010bayes,
  title={Bayes and Empirical Bayes Methods for Data Ana\-lysis},
  author={Carlin, Bradley P and Louis, Thomas A},
  year={2010},
  publisher={Chapman \& Hall/CRC},
  address={Boca Raton, FL}
}


@article{carroll1996comparison,
  title={A comparison of geostatistical methodologies used to estimate snow water equivalent},
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  pages={267--278},
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@article{carvalho2016overview,
  title={An overview of applications of proper scoring rules},
  author={Carvalho, Arthur},
  journal={Decision Ana\-lysis},
  volume={13},
  number={4},
  pages={223--242},
  year={2016},
  publisher={INFORMS}
}


@article{chelton1994physical,
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@book{clark2007models,
  title={Models for ecological data: an introduction},
  author={Clark, J.S.},
  year={2007},
  publisher={Princeton University Press Princeton, New Jersey, USA}
}

@article{cloern2010biological,
  title={Biological communities in San Francisco Bay track large-scale climate forcing over the North Pacific},
  author={Cloern, J.E. and Hieb, K.A. and Jacobson, T. and Sans{\'o}, B. and Di Lorenzo, E. and Stacey, M.T. and Largier, J.L. and Meiring, W. and Peterson, W.T. and Powell, T.M. and others},
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  number={21},
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}

@article{cohen1969regression,
  title={Regression on a random field},
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@article{conn2012accounting,
  title={Accounting for missing data when assessing availability in animal population surveys: an application to ice-associated seals in the Bering Sea},
  author={Conn, P.B. and Johnson, D.S. and London, J.M. and Boveng, P.L.},
  journal={Methods in Ecology and Evolution},
  year={2012},
  publisher={Wiley Online Library}
}



@article{conti2009gaussian,
  title={Gaussian process emulation of dynamic computer codes},
  author={Conti, S. and Gosling, J.P. and Oakley, JE and O'Hagan, A.},
  journal={Biometrika},
  volume={96},
  number={3},
  pages={663--676},
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@article{cook1977detection,
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@article{currin1991bayesian,
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@article{christensen1992prediction,
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@article{congdon2006bayesian,
  title={Bayesian model choice based on Monte Carlo estimates of posterior model probabilities},
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  volume={50},
  number={2},
  pages={346--357},
  year={2006},
  publisher={Elsevier}
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@article{cressie2010fixed,
  title={Fixed rank filtering for spatio-temporal data},
  author={Cressie, Noel and Shi, Tao and Kang, Emily L},
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  volume={19},
  number={3},
  pages={724--745},
  year={2010},
  publisher={Taylor \& Francis}
}

@article{cressie2009accounting,
  title={Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling},
  author={Cressie, N. and Calder, C.A. and Clark, J.S. and Hoef, J.M.V. and Wikle, C.K.},
  journal={Ecological Applications},
  volume={19},
  number={3},
  pages={553--570},
  year={2009},
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@book{cressie1993statistics,
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@book{cressie2011statistics,
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  year={2011},
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@article{cressie1999classes,
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  number={448},
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@article{cressie1990origins,
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@article{crujeiras2010nonparametric,
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  journal={Environmetrics},
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@article{daley1991atmospheric,
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@article{davis1976predictability,
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@book{delmonico2017fractals,
  title={The Philosophy of Fractals},
  author={Delmonico, Rick},
  year={2017},
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@book{diggle2007springer,
  title={Model-Based Geostatistics},
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@book{diggle2013statistical,
  title={Statistical Analysis of Spatial and Spatio-Temporal Point Patterns},
  author={Diggle, Peter J},
  year={2013},
  publisher={Chapman \& Hall/CRC},
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@article{dorn2002advice,
  title={Advice on West Coast rockfish harvest rates from Bayesian meta-analysis of stock- recruit relationships},
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@book{douc2014nonlinear,
  title={Nonlinear Time Series: Theory, Methods and Applications with {R} Examples},
  author={Douc, Randal and Moulines, Eric and Stoffer, David},
  address={Boca Raton, FL},
  year={2014},
  publisher={Chapman \& Hall/CRC}
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@article{dowd2006sequential,
  title={A sequential Monte Carlo approach for marine ecological prediction},
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  journal={Environmetrics},
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@article{dowd2007bayesian,
  title={Bayesian statistical data assimilation for ecosystem models using Markov Chain Monte Carlo},
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  journal={Journal of Marine Systems},
  volume={68},
  number={3},
  pages={439--456},
  year={2007},
  publisher={Elsevier}
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@article{dowd2011estimating,
  title={Estimating parameters for a stochastic dynamic marine ecological system},
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@article{ebert2000verification,
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@article{elsner2006forecasting,
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@book{emery2001data,
  title={Data analysis methods in physical oceanography},
  author={Emery, W.J. and Thomson, R.E.},
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@article{evensen1994sequential,
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@book{evensen2009data,
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@article{fern2012,
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@article{fiechter2012assessing,
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@article{finley2007spbayes,
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@book{fisher1935design,
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@article{frolov2009fast,
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@article{fuentes2005model,
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@article{furrer2007multivariate,
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@book{gamerman2006markov,
  title={Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference},
  author={Gamerman, Dani and Lopes, Hedibert F},
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  year={2006},
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@article{gelfand1998model,
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@book{gelman2013bayesian,
  title={Bayesian Data Analysis},
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  author={Gelman, Andrew and Carlin, John B and Stern, Hal S and Dunson, David B and Vehtari, Aki and Rubin, Donald B},
  year={2014},
  publisher={Chapman \& Hall/CRC},
  address={Boca Raton, FL}
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@article{genton2015visuanimation,
  title={Visuanimation in statistics},
  author={Genton, Marc G and Castruccio, Stefano and Crippa, Paola and Dutta, Subhajit and Huser, Rapha{\"e}l and Sun, Ying and Vettori, Sabrina},
  journal={Stat},
  volume={4},
  number={1},
  pages={81--96},
  year={2015},
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@article{ghil1991data,
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@article{gilleland2010verifying,
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@article{gneiting2007strictly,
  title={Strictly proper scoring rules, prediction, and es\-tima\-tion},
  author={Gneiting, Tilmann and Raftery, Adrian E},
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  number={477},
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@article{gneiting2014probabilistic,
  title={Probabilistic forecasting},
  author={Gneiting, Tilmann and Katzfuss, Matthias},
  journal={Annual Review of Stat\-ist\-ics and its Application},
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  year={2014},
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