@STRING{AstronAstrophys = {Astron. Astrophys.}} @STRING{MathOfComp = {Mathematics of Computation}} @STRING{BulIntStatInt = {Bulletin of the International Statistical Institute}} @STRING{IEEETrPatAn = { IEEE Transactions on Pattern Analysis and Machine Intelligence}} @STRING{MonNotRAS = {Mon. Not. R. astr. Soc.}} @STRING{CVGIP = { Graphical Models and Image Processing }} @STRING{IEEETInfTh = {IEEE Transactions on Information Theory}} @STRING{IEEEMI = {IEEE Transaction on Medical Imaging}} @STRING{IEEEC = {IEEE Transaction on Computers}} @STRING{JRSSA = {Journal of the Royal Statistical Society, Series A}} @STRING{JRSSB = {Journal of the Royal Statistical Society, Series B}} @STRING{JRSSC = {Journal of the Royal Statistical Society, Series C}} @STRING{JASA = {Journal of the American Statistical Association}} @STRING{StatSci = {Statistical Science}} @STRING{SJS = {Scandinavian Journal of Statistics}} @STRING{IntStatRev = {International Statistical Review}} @STRING{Annals = {The Annals of Statistics}} @STRING{STOCPROC = {Stochastic Processes and their Applications}} @STRING{BIOMETRICS = {Biometrics}} @STRING{COMPSTAT = {Computational Statistics}} @STRING{NAW = {Nieuw Archief voor Wiskunde}} @STRING{CVGIPROC = {Computer Vision, Graphics and Image Processing}} @STRING{PTRSLA = {Philosophical Transactions of the Royal Society of London A}} @STRING{AAPROB = {Advances in Applied Probability}} @STRING{AAPROBSGSA = {Advances in Applied Probability (SGSA)}} @STRING{AAP = {Annals of Applied Probability}} @STRING{JCGS = {Journal of Computational and Graphical Statistics}} @STRING{JOMAE = {Journal of Ocean Mechanics and Arctic Engineering}} @STRING{BISI = {Bulletin of the International Statistical Institute}} @STRING{BIOMETRIKA = {Biometrika}} @STRING{IJCV = {International Journal of Computer Vision}} @STRING{CISSC = {Communications in Statistics: Simulation and Computation}} @STRING{RSA = {Random Stuctures and Algorithms}} @STRING{SaC = {Statistics and Computing}} @STRING{ProbEngInfSci = {Probability in the Engineering and Informational Sciences}} @STRING{SPL = {Statistics and Probability Letters}} @STRING{AS = {Applied Statistics}} @STRING{AMS = {Annals of Mathematical Statistics}} @STRING{TS = {The Statistician}} @STRING{TM = {Technometrics}} @STRING{JTSA = {Journal of Time Series Analysis}} @STRING{AJS = {Australian Journal of Statistics}} @STRING{JSCS = {Journal of Statistical Computation and Simulation}} @String{j-TOMS = "ACM Transactions on Mathematical Software"} @STRING{AISM = "Annals of the Institute of Statistical Mathematics"} @STRING{SIAM-JNA = "SIAM Journal of Numerical Analysis"} @STRING{SIAM-JSC = "SIAM Journal of Scientific Computing"} @STRING{JNS = "Journal of Nonparametric Statistics"} @STRING{JMA = "Journal of Multivariate Analysis"} @STRING{BERNOULLI = "Bernoulli"} @STRING{JSPI = "Journal of Statistical Planning and Inference"} @STRING{CSDA = "Computational Statistics \& Data Analysis"} @STRING{AAS = "Annals of Applied Statistics"} @STRING{BIOSTATISTICS = "Biostatistics"} @STRING{MLR = "Journal of Machine Learning Research"} @STRING{SMMR = "Statistical Methods in Medical Research"} @STRING{SIM = "Statistics in Medicine"} @STRING{AOS = "Annals of Statistics"} @STRING{AOAS = "Annals of Applied Statistics"} @InProceedings{Hov07, author = {S. Hovda and H. Rue and B. Olstad}, title = {Bandwidth of the Ultrasound Doppler Signal with Applications in Blood/Tissue Segmentation in the Left Ventricle}, booktitle = {Proceedings of Medical Imaging and Informatics}, year = 2007, pages = {236-249} } @InProceedings{Hov07-2, author = {S. Hovda and H. Rue and B. Olstad}, title = {New Doppler-Based Imaging Method in Echocardiaography with Applications in Blood/Tissue Segmentation}, booktitle = {Proceedings of Medical Imaging and Informatics}, year = 2007, pages = {408-421} } @Article{Hov07-3, author = {S. Hovda and H. Rue and B. Olstad}, title = {Bandwidth of the Ultrasound Doppler Signal with Applications in Blood/Tissue Segmentation in the Left Ventricle}, journal = {Lecture Notes in Computer Science, Special Edition}, year = 2007 } @Article{Hov07-4, author = {S. Hovda and H. Rue and B. Olstad}, title = {New Doppler-Based Imaging Method in Echocardiaography with Applications in Blood/Tissue Segmentation}, journal = {Lecture Notes in Computer Science, Special Edition}, year = 2007 } @Article{Hov07-5, author = {S. Hovda and H. Rue and B. Olstad}, title = {Bandwidth of the Ultrasound Doppler Signal with Applications in Blood/Tissue Segmentation in the Left Ventricle}, journal = {Computer Methods and Programs in Biomedicine}, year = 2007 } @Article{Hov08, author = {S. Hovda and H. Rue and B. Olstad}, title = {New Doppler-Based Imaging Method in Echocardiaography with Applications in Blood/Tissue Segmentation}, journal = {Computer Methods and Programs in Biomedicine}, volume = {96}, pages = {12--24}, issue = {1}, year = 2009 } @article{Hov08b, Author = {Hovda, Sigve and Rue, Havard and Olstad, Bjorn}, Title = {{New echocardiographic imaging method based on the bandwidth of the ultrasound Doppler signal with applications in blood/tissue segmentation in the left ventricle}}, Journal = {{COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE}}, Year = {{2008}}, Volume = {{92}}, Number = {{3, Sp. Iss. SI}}, Pages = {{279-288}}, Month = {{DEC}}, Publisher = {{ELSEVIER IRELAND LTD}}, Address = {{ELSEVIER HOUSE, BROOKVALE PLAZA, EAST PARK SHANNON, CO, CLARE, 00000, IRELAND}}, Type = {{Article}}, Language = {{English}}, Affiliation = {{Hovda, S (Reprint Author), Nesna Univ Coll, Dept Math, N-8700 Nesna, Norway. {[}Hovda, Sigve] Nesna Univ Coll, Dept Math, N-8700 Nesna, Norway. {[}Rue, Havard] Norwegian Univ Sci \& Technol, Dept Math, N-7034 Trondheim, Norway. {[}Olstad, Bjorn] Norwegian Univ Sci \& Technol, Dept Comp Sci \& Informat, N-7034 Trondheim, Norway.}}, DOI = {{10.1016/j.cmpb.2008.03.002}}, ISSN = {{0169-2607}}, Keywords = {{Ultrasound; Echocardiography; Doppler method; Border detection; Ejection fraction}}, Keywords-Plus = {{CONTRAST; VOLUME; FLOW}}, Subject-Category = {{Computer Science, Interdisciplinary Applications; Computer Science, Theory \& Methods; Engineering, Biomedical; Medical Informatics}}, Author-Email = {{sh@hinesna.no}}, Number-of-Cited-References = {{21}}, Times-Cited = {{1}}, Journal-ISO = {{Comput. Meth. Programs Biomed.}}, Doc-Delivery-Number = {{377JC}}, Unique-ID = {{ISI:000261246500008}}, } @Article{art1, author = {D. M. Titterington}, title = {Common structure of smoothing techniques in statistics}, journal = IntStatRev, year = 1985, volume = 53, pages = {141--170} } @Article{art10, author = {J. Myrheim and H. Rue}, title = {New algorithms for maximum entropy image restoration}, journal = CVGIP, year = 1992, volume = 54, number = 3, pages = {223--238} } @Article{art100, author = {E. Arjas and D. Gasbarra}, title = {{B}ayesian inference of survival probabilities, under stochastic ordering constraints}, journal = JASA, year = 1996, volume = 91, number = 435, pages = {1101-1109} } @Article{art101, author = {J. S. Liu and W. H. Wong and A. 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Rue}, title = {Spatio-temporal modeling of particulate matter concentration through the {SPDE} approach}, journal = {Advances in Statistical Analysis}, year = 2012, volume = {xx}, number = {xx}, pages = {xx--xx}, note = {(to appear)}} @Article{art511, author = {R. Ruiz-C\'ardenas and E. T. Krainski and H. Rue}, title = {Direct fitting of dynamic models using integrated nested {L}aplace approximations - {INLA}}, journal = CSDA, year = 2012, volume = 56, number = 6, pages = {1808--1828}, note = {(to appear)}} @Article{art512, author = {D. P. Simpson and F. K. Lindgren and H. Rue}, title = {Think continous: {M}arkovian {G}aussian models in spatial statistics}, journal = {Spatial Statistics}, year = 2011, volume = {1}, number = {1}, pages = {16--29}} @Article{art513, author = {D. V. Divine and F. Godtliebsen and H. Rue}, title = {A modelling approach to assessing the timescale uncertainties in proxy series with chronological errors}, journal = {Climate of the {P}ast}, year = 2012, number = {8}, pages = {31--61}} @Article{art514, author = {M. A. {van de Wiel} and G. G. R. Leday and L. Pardo and H. Rue and A. W. {van der Vaart} and W. N. {van Wieringen}}, title = {Bayesian analysis of high-dimensional {RNA} sequencing data: estimating priors for shrinkage and multiplicity correction}, journal = BIOSTATISTICS, year = 2012, volume = {xx}, number = {xx}, pages = {xx-xx}, month = {xx}, note = {(to appear)}} @Article{art515, author = {J. Eidsvik and A. O. Finley and S. Banerje and H. Rue}, title = {Approximate {B}ayesian inference for large spatial datasets using predictive process models}, journal = CSDA, year = 2012, volume = 56, number = {xx}, pages = {1362--1380}} @TechReport{tech100, author = {D. Simpson and F. Lindgren and H. Rue}, title = {In order to make spatial statistics computationally feasible, we need to forget about the covariance function}}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 16} @Article{art47, author = {D. Myrhaug and E. Aa. Dahle and H. Rue}, title = "A Two-dimensional {W}eibull Distribution and its Application to Rolling", journal = JOMAE, year = 1995, volume = 117, pages = {178--182} } @Article{art48, author = {A. J. Baddeley}, title = "Errors in binary images and a {$L^p$} version of the {H}ausdorff metric", journal = NAW, year = 1992, volume = 10, pages = {157--183} } @Article{art49, author = {Ferrari, P A and Frigessi, A and Gonzaga {de} S{\'a}, P}, title = "Fast approximate maximum a posteriori restoration of multicolor images", journal = JRSSB, year = 1995, volume = 57, number = 3 } @Article{art5, author = {S. Geman and D. 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D{\ae}hlen}, title = {Triangulations and Applications}, publisher = {Springer}, year = 2006} @Book{book107, author = {S. C. Brenner and R. Scott}, title = {The Mathematical Theory of Finite Element Methods}, publisher = {Springer}, year = 2007, edition = {3rd}} @Book{book108, author = {A. M. Quarteroni and A. Valli}, title = {Numerical Approximation of Partial Differential Equations}, publisher = {Springer}, year = 2008, edition = {2nd}} @Book{book109, author = {P. E. Kloeden and E. Platen}, title = {Numerical Solution of Stochastic Differential Equations}, publisher = {Springer}, year = 1999, edition = {3rd}} @Book{book110, author = {P. Kotelenez}, title = {Numerical Solution of Stochastic Differential Equations}, publisher = {Springer}, year = 1999, edition = {3rd}} @Book{book111, title={The Geometry of Random Fields}, author={R. J. Adler}, series={In Applied Mathematics, Volume 62 of Classics in applied mathematics}, year=2009, publisher={Society for Industrial \& Applied Mathematics} } @Book{book11, author = {Gidas, B.}, title = {{M}etropolis--type {M}onte {C}arlo Simulation Algorithms and Simulated Annealing}, publisher = {American Mathematical Society: Trends in Contemporary Probability}, year = 1991 } @Book{book12, author = {Rosenfeld, A and Kak, A C}, title = {Digital Picture Processing}, publisher = {Academic Press}, year = 1982, edition = {2nd} } @Book{book13, author = {G. Winkler}, title = {Image Analysis, Random Fields and Dynamic {M}onte {C}arlo Methods}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1995 } @Book{book14, author = {U. Grenander and Y. Chow and D. M. Keenan}, title = {Hands: {A} Pattern Theoretic Study of Biological Shapes}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1991, series = {Research Notes on Neural Computing} } @Book{book15, author = {U. Grenander}, title = {General Pattern Theory}, publisher = {Oxford University Press}, address = {Oxford}, year = 1993 } @Book{book16, author = {D. Stoyan and W. S. Kendall and J. Mecke}, title = {Stochastic Geometry and its Applications}, publisher = {John Wiley \& Sons, Ltd.}, year = 1995, edition = {2nd} } @Book{book17, author = {U. Grenander}, title = {Lectures in Pattern Theory, Vol. 1: Pattern Synthesis}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1976 } @Book{book18, author = {U. Grenander}, title = {Lectures in Pattern Theory, Vol. 2: Pattern Analysis}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1978 } @Book{book19, author = {U. Grenander}, title = {Lectures in Pattern Theory, Vol. 3: Regular Structures}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1981 } @Book{book2, author = {G. H. Golub and C. F. {{van} Loan}}, title = {Matrix Computations}, publisher = {Johns Hopkins University Press, Baltimore}, edition = {3rd}, year = 1996 } @Book{book20, author = {U. Grenander}, title = {Elements of Pattern Theory}, publisher = {Johns Hopkins University Press}, year = 1996 } @Book{book21, author = {A. Blake and A. Yuille}, title = {Active Vision}, publisher = {Massachusetts Institute of Technology Press}, year = 1992 } @Book{book22, author = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter}, title = {{M}arkov Chain {M}onte {C}arlo in Practice}, publisher = {Chapman \& Hall}, address = {London}, year = 1996 } @Book{book23, author = {W. K. Pratt}, title = {Digital Image Processing}, publisher = {John Wiley \& Sons, Ltd.}, address = {New York}, year = 1977 } @book {book24, AUTHOR = {Lauritzen, S. L.}, TITLE = {Graphical Models}, SERIES = {Oxford Statistical Science Series}, VOLUME = 17, NOTE = {Oxford Science Publications}, PUBLISHER = {The Clarendon Press Oxford University Press}, ADDRESS = {New York}, YEAR = 1996 } @Book{book25, author = {J. Whittaker}, title = {Graphical Models in Applied Multivariate Statistics}, publisher = {John Wiley \& Sons, Ltd.}, address = {Chichester}, series = {Wiley Series in Probability and Mathematical Statistics}, year = 1990 } @book {book26, AUTHOR = {West, M. and Harrison, J.}, TITLE = {Bayesian Forecasting and Dynamic Models}, SERIES = {Springer Series in Statistics}, EDITION = {2nd}, PUBLISHER = {Springer-Verlag}, ADDRESS = {New York}, YEAR = 1997 } @Book{book27, author = {P. McCullagh and J. A. Nelder}, title = {Generalized Linear Models}, publisher = {Chapman and Hall}, address = {London}, year = 1989 } @Book{book28, author = {D. R. Cox and H. D. 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Joe}, title = {Multivariate Models and Dependence Concepts}, publisher = {Chapman \& Hall}, address = {London}, year = 1997, series = {Monographs on Statistics and Applied Probability} } @Book{book33, author = {B. Silverman}, title = {Density Estimation for Statistics and Data Analysis}, publisher = {Chapman \& Hall}, address = {London}, year = 1986, series = {Monographs on Statistics and Applied Probability} } @Book{book34, author = {M. P. Wand and M. C. Jones}, title = {Kernel Smoothing}, publisher = {Chapman \& Hall}, address = {London}, year = 1995, series = {Monographs on Statistics and Applied Probability} } @Book{book35, author = {P. J. Green and B. Silverman}, title = {Nonparametric Regression and Generalized Linear Models: {A} Roughness Penalty Approach}, publisher = {Chapman \& Hall}, address = {London}, year = 1994, series = {Monographs on Statistics and Applied Probability} } @Book{book36, author = {D .R. Cox and N. Wermuth}, title = {Multivariate Dependencies: {M}odels, Analysis and Interpretation}, publisher = {Chapman \& Hall}, address = {London}, year = 1996, series = {Monographs on Statistics and Applied Probability} } @book {book37, AUTHOR = {Cressie, N. A. C.}, TITLE = {Statistics for spatial data}, SERIES = {Wiley Series in Probability and Mathematical Statistics: Applied Probability and Statistics}, NOTE = {Revised reprint of the 1991 edition, A Wiley-Interscience Publication}, PUBLISHER = {John Wiley \& Sons Inc.}, ADDRESS = {New York}, YEAR = 1993 } @Book{book38, editor = {C. P. Robert}, title = {Discretization and {MCMC} Convergence Assessment}, publisher = {Springer-Verlag}, address = {New York}, year = 1998, series = {Lecture Notes in Statistics, No.\ 135} } @Book{book39, author = {S. P. Meyn and R. L. Tweedie}, title = {{M}arkov Chains and Stochastic Stability}, publisher = {Springer-Verlag}, address = {London}, year = 1993 } @Book{book4, author = {G. D. Smith}, title = "Numerical Solution of Partial Differential Equations: Finite Difference Methods", publisher = {Oxford University Press}, year = 1985 } @Book{book40, author = {I. Dryden and K. Mardia}, title = {Statistical Shape Analysis}, publisher = {John Wiley \& Sons, Ltd.}, address = {Chichester}, year = 1999 } @Book{book41, author = {R. E. Barlow and F. Proschan}, title = {Statistical Theory of Reliability and Life Testing: Probability Models}, publisher = {New York: Holt, Rinehart and Winston}, year = 1975 } @book {book42, AUTHOR = {George, A. and Liu, J. W. H.}, TITLE = {Computer solution of large sparse positive definite systems}, NOTE = {Prentice-Hall Series in Computational Mathematics}, PUBLISHER = {Prentice-Hall Inc.}, ADDRESS = {Englewood Cliffs, N.J.}, YEAR = 1981, PAGES = {xii+324} } @Book{book43, author = {Y. Saad}, title = {Iterative Methods for Sparse Linear Systems}, publisher = {{PWS} {P}ublishing {C}ompany}, year = 1996, series = {The {PWS} Series in Computational Science} } @Book{book44, author = {C. P. Robert and G. Casella}, title = {{M}onte {C}arlo Statistical Methods}, publisher = {Springer-Verlag}, address = {New York}, year = 1999 } @Book{book45, author = {T. M. Liggett}, title = {Stochastic interacting systems: {C}ontact, voter and exclusion processes}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1999 } @Book{book46, author = {R. Hilborn and C. J. Walters}, title = {Quantitative fisheries stock assessment: {C}hoice, dynamics and uncertainty}, publisher = {Chapman and Hall: New York}, year = 1992 } @Book{book47, author = {T. Royama}, title = {Analytical Population Dynamics}, publisher = {Chapman \& Hall, London}, year = 1992 } @Book{book48, author = {D. H. Cushing}, title = {Population Production and Regulation in the Sea. A Fisheries Perspective.}, publisher = {Cambridge University Press, Cambridge}, year = 1995 } @Book{book49, author = {J. J. Kovaly}, title = {Synthetic Aperture Radar}, publisher = {Artech House, Inc.}, year = 1976 } @Book{book5, author = {M. Abramowitz and I. Stegun}, title = {Handbook of Mathematical Functions}, publisher = {Dover}, year = 1972 } @Book{book50, author = {I. L. MacDonald and W. Zuccini}, title = {Hidden {M}arkov and Other Models for Discrete-valued Time Series}, publisher = {Chapman \& Hall}, address = {London}, year = 1995, series = {Monographs on statistics and applied probability} } @Book{book51, author = {W. W. S. Wei}, title = {Time Series Analysis, Univariate and Multivariate Methods}, publisher = {Addison-Wesley}, year = 1990 } @Book{book52, author = {J. {O'R}ourke}, title = {Computational Geometry in {C}}, publisher = {Cambridge: Cambridge University Press}, year = 1998 } @book{book53, TITLE = {Sequential {M}onte {C}arlo Methods in Practice}, SERIES = {Statistics for Engineering and Information Science}, EDITOR = {Doucet, A. and de Freitas, N. and Gordon, N.}, PUBLISHER = {Springer-Verlag}, ADDRESS = {New York}, YEAR = 2001 } @book{book54, AUTHOR = {Dongarra, J. J. and Duff, I. S. and Sorensen, D. C. and van der Vorst, H. A.}, TITLE = {Numerical linear algebra for high-performance Computers}, SERIES = {Software, Environments, and Tools}, PUBLISHER = {Society for Industrial and Applied Mathematics (SIAM)}, ADDRESS = {Philadelphia, PA}, YEAR = 1998 } @Book{book55, editor = {P. J. Green and N. L. Hjort and S. Richardson}, title = {Highly Structured Stochastic Systems}, publisher = {Oxford University Press}, year = 2003, series = {Oxford Statistical Science Series} } @Booklet{book56, title = {Toeplitz and Circulant Matrices: {A} Review}, author = {R. M. Gray}, howpublished = {Free book available from http://ee.stanford.edu/$\sim$gray, Department of Electrical Engineering, Stanford University}, year = 2002 } @Book{book57, author = {U. Grenander and G. Szeg{\"o}}, title = {Toeplitz Forms and Their Applications}, publisher = {Chelsea Publ. Co: New York}, year = 1984, edition = {2nd} } @Book{book58, author = {P. J. Davis}, title = {Circulant Matrices}, publisher = {John Wiley \& Sons, Ltd.}, address = {New York}, year = 1979 } @Book{book59, author = {J. P. Chil{\'e}s and P. Delfiner}, title = {Geostatistics: {M}odeling Spatial Uncertainty}, publisher = {John Wiley \& Sons, Ltd.}, address = {Chichester}, year = 1999, series = {Wiley Series in Probability and Statistics} } @Book{book60, author = {C. Gu}, title = {Smoothing Spline {ANOVA} Models}, publisher = {Springer-Verlag}, address = {New York}, year = 2002, series = {Springer Series in Statistics} } @book{book61, author = "C. Lantu{\'{e}}joul", title = "Geostatistical Simulation. {M}odels and Algorithms", publisher = "Springer-Verlag", year = 2002, address = "Berlin", } @Book{book62, author = {A. C. Harvey}, title = {Forecasting, Structural Time Series Models and the {K}alman Filter}, publisher = {Cambridge University Press}, address = {Cambridge}, year = 1989 } @Book{book63, author = {M. L. Stein}, title = {Interpolation of Spatial Data: {S}ome Theory for Kriging}, publisher = {Springer-Verlag}, address = {New York}, year = 1999 } @Book{book64, author = {L. Devroye}, title = {Non-uniform Random Variate Generation}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1986, note = {A copy of the book is freely available from L.\ Devroye's homepage \verb,http://jeff.cs.mcgill.ca/~luc,.} } @Book{book65, author = {L. Fahrmeir and G. Tutz}, title = {Multivariate Statistical Modelling Based on Generalized Linear Models}, publisher = {Springer-Verlag}, address = {Berlin}, year = 2001, edition = {2nd} } @Book{book66, author = {G. Kitagawa and W. Gersch}, title = {Smoothness Priors Analysis of Time Series}, publisher = {Springer-Verlag}, address = {New York}, year = 1996, series = {Lecture Notes in Statistics no. 116} } @book {book67, AUTHOR = {Wahba, G.}, TITLE = {Spline Models for Observational Data}, SERIES = {CBMS-NSF Regional Conference Series in Applied Mathematics}, VOLUME = 59, PUBLISHER = {Society for Industrial and Applied Mathematics (SIAM)}, ADDRESS = {Philadelphia, PA}, YEAR = 1990 } @Book{book68, author = {R. Haining}, title = {Spatial Data Analysis in the Social and Environmental Sciences}, publisher = {Cambridge University Press}, address = {Cambridge}, year = 1990 } @Book{book69, author = {A. S. Fotheringham and C. Brunsdon and M. Charlton}, title = {Geographically Weighted Regression: {T}he Analysis of Spatially Varying Relationships}, publisher = {John Wiley \& Sons, Ltd.}, address = {New York}, year = 2002 } @Book{book7, author = {M. Loeve}, title = {Probability Theory}, publisher = {Van Nostrand Reinhold Company, New York}, year = 1963, edition = {3rd} } @Book{book70, editor = {L. Anselin and R. Florax}, title = {New Directions in Spatial Econometrics}, publisher = {Springer-Verlag}, address = {New York}, year = 1995 } @book{book71, TITLE = {{M}arkov Random Fields}, EDITOR = {Chellappa, R. and Jain, A. K.}, xxNOTE = {Theory and application}, PUBLISHER = {Academic Press Inc.}, ADDRESS = {Boston, MA}, YEAR = 1993 } @book{book72, AUTHOR = {Hastie, T. J. and Tibshirani, R. J.}, TITLE = {Generalized Additive Models}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 43, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 1990 } @book{book73, AUTHOR = {Harville, D. A.}, TITLE = {Matrix Algebra From a Statistician's Perspective}, PUBLISHER = {Springer-Verlag}, ADDRESS = {New York}, YEAR = 1997 } @book{book74, AUTHOR = {Searle, S. R.}, TITLE = {Matrix Algebra Useful for Statistics}, SERIES = {Wiley Series in Probability and Mathematical Statistics: Applied Probability and Statistics}, PUBLISHER = {John Wiley \& Sons, Ltd.}, ADDRESS = {Chichester}, YEAR = 1982 } @book{book75, AUTHOR = {Dongarra, J. J. and Duff, I. S. and Sorensen, D. C. and van der Vorst, H. A.}, TITLE = {Numerical Linear Algebra for High-performance Computers}, SERIES = {Software, Environments, and Tools}, PUBLISHER = {Society for Industrial and Applied Mathematics (SIAM)}, ADDRESS = {Philadelphia, PA}, YEAR = 1998 } @book{book76, AUTHOR = {S. Banerjee and B. P. Carlin and A. E. Gelfand}, TITLE = {Hierarchical Modeling and Analysis for Spatial Data}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 101, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 2004 } @book {book77, AUTHOR = {Box, G. E. P. and Tiao, G. C.}, TITLE = {{B}ayesian Inference in Statistical Analysis}, XXXNOTE = {Addison-Wesley Series in Behavioral Science: Quantitative Methods}, PUBLISHER = {Addison-Wesley Publishing Co., Reading, Mass.-London-Don Mills, Ont.}, YEAR = 1973, PAGES = {xviii+588} } @book {book78, AUTHOR = {Jones, R. H.}, TITLE = {Longitudinal Data with Serial Correlation: A State-space Approach}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 47, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 1993 } @Book{book8, author = {J. C. Abbott}, title = {Sets, lattices, and boolean algebras}, publisher = {Allyn and Bacon Inc, Boston}, year = 1969 } @book{book80, AUTHOR = {H. Rue and L. Held}, TITLE = {Gaussian {M}arkov Random Fields: {T}heory and Applications}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 104, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 2005 } %%% also known as book96 @book{book81, AUTHOR = {Gelman, A. and Carlin, J. B. and Stern, H. S. and Rubin, D. B.}, TITLE = {Bayesian Data Analysis}, SERIES = {Texts in Statistical Science Series}, EDITION = {2nd}, PUBLISHER = {Chapman \& Hall/CRC, Boca Raton, FL}, YEAR = 2004, PAGES = {xxvi+668}, ISBN = {1-58488-388-X}, MRCLASS = {62-01 (62-07 62F15 62F35 62J05 62J12)}, MRNUMBER = {2 027 492}, } @book {book82, AUTHOR = {Carlin, B. P. and Louis, T. A.}, TITLE = {Bayes and Empirical {B}ayes Methods for Data Analysis}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 69, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 1996, PAGES = {xvi+399}, ISBN = {0-412-05611-9}, MRCLASS = {62-01 (62-07 62C12 62F15)}, MRNUMBER = {97k:62001}, } @Booklet{book83, title = {The Theory of Regionalized Variables and its Applications}, author = {G. Matheron}, howpublished = {Les Cahiers du Centre de Morphologie Mathematique}, address = {Centre de Geostatistique, Fontainebleau}, year = 1971 } @book {book84, AUTHOR = {Guyon, X.}, TITLE = {Random Fields on a Network}, SERIES = {Series in Probability and Its Applications}, PUBLISHER = {Springer-Verlag}, ADDRESS = {New York}, YEAR = 1995, PAGES = {xii+255}, ISBN = {0-387-94428-1}, MRCLASS = {60G60 (62M40)}, MRNUMBER = {96m:60119}, MRREVIEWER = {Francis Comets}, } @book {book85, AUTHOR = {Duff, I. S. and Erisman, A. M. and Reid, J. K.}, TITLE = {Direct Methods for Sparse Matrices}, SERIES = {Monographs on Numerical Analysis}, EDITION = {2nd}, NOTE = {Oxford Science Publications}, PUBLISHER = {The Clarendon Press Oxford University Press}, ADDRESS = {New York}, YEAR = 1989 } @Book{book86, author = {H. Rue and H. Tjelmeland}, title = {Oppgavesamling i statistikk}, publisher = {Tapir akademiske forlag}, address = {Trondheim}, year = 2005, edition = {4ed} } @book{book87, AUTHOR = {J. M{\o}ller and R. Waagepetersen}, TITLE = {Statistical inference and simulation for spatial point processes}, SERIES = {Monographs on Statistics and Applied Probability}, VOLUME = 100, PUBLISHER = {Chapman \& Hall}, ADDRESS = {London}, YEAR = 2003 } @Book{book88, author = {R. H. Myers and D. C. Montgomery}, title = {Response Surface Methodology: {P}rocess and Product OPtimization Using Designed Experiments}, publisher = {John Wiley \& Sons}, year = 2002, series = {Wiley series in prabability and statistics}, edition = {2nd} } @Book{book89, author = {M. J. Schervish}, title = {Theory of statistics}, publisher = {Springer-Verlag}, year = 1995, series = {Springer series in statistics}, address = {New York}, edition = {2nd} } @Book{book9, author = {G. Blom and L. Holst and D. Sandell}, title = {Problems and Snapshots from the World of Probability}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1994 } @Book{book90, author = {P. J. Diggle and P. J. Ribeiro}, title = {Model-based Geostatistics}, publisher = {Springer}, year = 2006, series = {Springer Series in Statistics} } @Book{book91, editor = {M. G. Genton}, title = {Skew-elliptical distributions and their applications}, publisher = {Chapman \& Hall/CRC}, year = 2004, series = {Statistics} } @Book{book92, author = {P. Congdon}, title = {Bayesian Statistical Modelling}, publisher = {Wiley: Chichester}, series = {Wiley Series in Probability and Statistics}, year = 2006, edition = {2nd} } @Book{book93, author = {P. Congdon}, title = {Applied {B}ayesian Models}, publisher = {Wiley: Chichester}, series = {Wiley Series in Probability and Statistics}, year = 2003 } @Book{book94, editor = {D. K. Dey and S. K. Ghosh and B. K. Mallick}, title = {Generalized Linear Models: {A} {B}ayesian Perspective}, publisher = {Chapman \& Hall/CRC}, year = 2000, series = {Biostatistics series volume 5} } @Book{book95, editor = {B. Finkenstadt and L. Held and V. Isham}, title = {Statistical Methods for Spatio-Temporal Systems}, publisher = {Chapman \& Hall/CRC}, year = 2006, series = {Monographs on Statistics and Applied Probability} } @Book{book97, author = {C. M. Bishop}, title = {Pattern Recognition and Machine Learning}, publisher = {Springer-Verlag: New York}, year = 2006, series = {Series: Information Science and Statistics} } @Book{book98, author = {C. E. Rasmussen and C. K. I. Williams}, title = {Gaussian Processes for Machine Learning}, publisher = {the MIT Press}, year = 2006 } @Book{book99, author = {S. Z. Li}, title = {Markov Random Field Modeling in Image Analysis}, publisher = {Springer-Verlag}, year = 2001, address = {New York}, edition = {2nd} } @InCollection{col1, author = {J. Skilling and S. F. Gull}, title = {Algorithms and applications}, booktitle = {Maximum--Entropy and {B}ayesian Methods in Inverse Problems}, publisher = {D. Reidel Publ. Co.}, year = 1985, editor = {C. R. Smith and W. T. Grandy {Jr.}}, pages = {83--132} } @InCollection{col10, author = {E. B{\o}lviken and G. Storvik}, title = {Deterministic and stochastic particle filters in state space models}, booktitle = {Sequential {M}onte {C}arlo Methods in Practice}, publisher = {Publisher}, year = 2000, editor = {A. Doucet and N. {de Freitas} and N. Gordon} } @InCollection{col11, author = {M. A. Hurn and O. K. Husby and H. Rue}, title = {Advances in {B}ayesian image analysis}, booktitle = {Highly Structured Stochastic Systems}, pages = {301--322}, publisher = {Oxford University Press}, year = 2003, editor = {P. J. Green and N. L. Hjort and S. Richardson}, series = {Oxford Statistical Science Series, no~{$27$}} } @InCollection{col12, author = {M. A. Hurn and O. K. Husby and H. Rue}, title = {A tutorial on image analysis}, booktitle = {Spatial Statistics and Computational Methods}, pages = {87--141}, publisher = {Springer-Verlag}, address = {Berlin}, year = 2003, editor = {J. M{\o}ller}, series = {Lecture Notes in Statistics; 173} } @InCollection{col13, author = {D. J. Wilkinson}, title = {Parallel {B}ayesian computation}, booktitle = {Handbook of Parallel Computing and Statistics}, pages = {xx-xx}, publisher = {Marcel Dekker}, year = 2004, editor = {E. J. Kontoghiorghes}, series = {Statistics: Textbooks and Monographs}, address = {New York}, note = {To appear} } @InCollection{col14, author = {P. J. Diggle and P. J. Ribeiro and O. F. Christensen}, title = {An introduction to model-based {G}eostatistics}, booktitle = {Spatial Statistics and Computational Methods}, pages = {43--86}, publisher = {Springer-Verlag}, address = {Berlin}, year = 2003, editor = {J. M{\o}ller}, series = {Lecture Notes in Statistics; 173} } @InCollection{col15, author = {K. V. Mardia}, title = {Maximum likelihood estimation for spatial models}, booktitle = {Spatial Statistics: Past, Present and Future}, pages = {203--253}, publisher = {Institute of Mathematical Geography, Ann Arbor, Michigan}, year = 1990, editor = {D. A. Griffith} } @InCollection{col16, author = {D. G. Clayton}, title = {Generalized linear mixed models}, booktitle = {{M}arkov Chain {M}onte {C}arlo in Practice}, pages = {275--301}, publisher = {Chapman \& Hall}, address = {London}, year = 1996, editor = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter} } @InCollection{col17, author = {L. Fahrmeir and L. Knorr-Held}, title = {Dynamic and semiparametric models}, booktitle = {Smoothing and Regression: Approaches, Computation, and Application}, pages = {513--544}, publisher = {John Wiley \& Sons, Ltd.}, address = {New-York}, year = 2000, editor = {M. G. Schimek} } @incollection {col18, AUTHOR = {Higdon, D. and Lee, H. and Holloman, C.}, TITLE = {{M}arkov chain {M}onte {C}arlo-based approaches for inference in computationally intensive inverse problems (with discussion)}, BOOKTITLE = {{B}ayesian Statistics, 7 (Tenerife, 2002)}, PAGES = {181--197}, PUBLISHER = {Oxford Univ. Press}, ADDRESS = {New York}, YEAR = 2003 } @incollection {col19, AUTHOR = {Carlin, B. P. and Banerjee, S.}, TITLE = {Hierarchical multivariate {CAR} models for spatio-temporally correlated survival data (with discussion)}, BOOKTITLE = {Bayesian Statistics, 7}, PAGES = {45--63}, PUBLISHER = {Oxford Univ. Press}, ADDRESS = {New York}, YEAR = 2003 } @InCollection{col2, author = {A. J. Baddeley and {V}an Lieshout, M. N. M.}, title = {Stochastic geometry models in high--level vision}, booktitle = {Statistics and Images}, publisher = {Abingdon: Carfax Publishing}, year = 1993, editor = {K. V. Mardia and G. K. Kanji}, volume = 20, chapter = 11, pages = {235--256} } @InCollection{col20, AUTHOR = {Roberts, G. O.}, TITLE = {Linking theory and practice of {MCMC}}, BOOKTITLE = {Highly structured stochastic systems}, SERIES = {Oxford Statist. Sci. Ser.}, VOLUME = 27, PAGES = {145--178}, NOTE = {With part A by Christian P. Robert and part B by Arnoldo Frigessi}, PUBLISHER = {Oxford University Press}, ADDRESS = {Oxford}, YEAR = 2003, MRCLASS = {65C05}, MRNUMBER = {MR2082409} } @InCollection{col21, author = {J. C. Wakefield and N. G. Best and L. A. Waller}, title = {Bayesian approaches to disease mapping}, booktitle = {Spatial Epidemiology: {Methods} and {A}pplications}, pages = {104--107}, publisher = {Oxford: Oxford University Press}, year = 2000, editor = {P. Elliot and J. C. Wakefield and N. G. Best and D. J. Briggs} } @InCollection{col22, author = {A. E. Gelfand}, title = {Model determination using sampling-based methods}, booktitle = {{M}arkov Chain {M}onte {C}arlo in Practice}, pages = {145--161}, publisher = {Chapman \& Hall}, address = {London}, year = 1996, editor = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter} } @incollection {col23, AUTHOR = {R. M. Neal}, TITLE = {Regression and classification using {G}aussian Process priors}, BOOKTITLE = {Bayesian Statistics, 6}, PAGES = {475--501}, PUBLISHER = {Oxford University Press}, ADDRESS = {New York}, YEAR = 1998 } @InCollection{col24, author = {P. Clifford}, title = {Markov random fields in statistics}, booktitle = {Disorder in Physical Systems}, publisher = {Clarendon Press}, year = 1990, editor = {G. Grimmett and D. J. Welsh}, address = {Oxford} } @InCollection{col26, author = {L. Held and H. Rue}, title = {Conditional and intrinsic autoregressions}, booktitle = {Handbook of Spatial statistics}, pages = {201--216}, publisher = {CRC/Chapman \& Hall}, year = 2010, editor = {A. Gelfand and P. Diggle and M. Fuentes and P. Guttorp}, address = {Boca Raton, FL} } @InCollection{col27, author = {H. Rue and L. Held}, title = {Markov random fields}, booktitle = {Handbook of Spatial statistics}, pages = {171--200}, publisher = {CRC/Chapman \& Hall}, year = 2010, editor = {A. Gelfand and P. Diggle and M. Fuentes and P. Guttorp}, address = {Boca Raton, FL} } @InCollection{col28, author = {L. Held and B. Sch{\"o}dle and H. Rue}, title = {Posterior and cross-validatory predictive checks: {A} comparison of {MCMC} and {INLA}}, booktitle = {Statistical Modelling and Regression Structures -- Festschrift in Honour of Ludwig Fahrmeir}, pages = {91--110}, publisher = {Springer Verlag}, year = 2010, editor = {T. Kneib and G. Tutz}, address = {Berlin} } @InCollection{col29, author = {D. Myrhaug and H. Rue}, title = {On a joint distribution of two successive surf parameters}, booktitle = {Coastal Processes}, key = {85--96}, publisher = {WIT Press, Southhamption, Boston}, year = 2009, editor = {C. A. Brebbia and G. Benassai and G. R. Rodriguez}} @InCollection{col3, author = {D. B. Phillips and A. F. M. Smith}, title = {Dynamic image analysis using {B}ayesian shape and texture models}, booktitle = {Statistics and Images}, publisher = {Abingdon: Carfax Publishing}, year = 1993, editor = {K. V. Mardia and G. K. Kanji}, volume = 20, chapter = 14, pages = {299--322} } @InCollection{col30, author = {S. Martino and H. Rue}, title = {Case Studies in Bayesian Computation using INLA}, booktitle = {Complex Data Modeling and Computationally Intensive Statistical Methods}, publisher = {Springer-Verlag Italia}, series = {Contributions to Statistics}, year = {2010}, pages = {99--114}, editor = {P. Mantovan and P. Secchi}, } @incollection {col31, AUTHOR = {D. Higdon and J. Swall and J. Kern}, editor = {J. M. Bernardo and J. O. Berger and A. P. Dawid and A. F. M. Smith}, TITLE = {Non-Stationary Spatial Modeling}, BOOKTITLE = {Bayesian Statistics, 6}, PAGES = {761--768}, PUBLISHER = {Oxford University Press}, ADDRESS = {New York}, YEAR = 1999 } @incollection {col32, AUTHOR = {Y. Sun and B. Li and M. G. Genton}, editor = {J. M. Montero and E. Porcu and M. Schlather}, TITLE = {Geostatistics for large datasets}, BOOKTITLE = {Advances And Challenges In Space-time Modelling Of Natural Events}, PAGES = {xx-xx}, PUBLISHER = {Springer}, ADDRESS = {xx}, YEAR = 2011 } @InCollection{col33, author = {V. {G\'omez-Rubio} and R. S. Bivand and H. Rue}, title = {Spatial models using {INLA} methods}, booktitle = {Handbook of Regional Science}, pages = {xx-xx}, publisher = {Springer Verlag}, year = 2012, editor = {M. Fischer and P. Nijkamp}, volume = {xx}, number = {xx}, series = {xx}, type = {xx}, chapter = {xx}, address = {xx}} @InCollection{col4, author = {K. V. Mardia and T. J. Hainsworth}, title = {Image warping and {B}ayesian reconstruction with grey--level templates}, booktitle = {Statistics and Images}, publisher = {Abingdon: Carfax Publishing}, year = 1993, editor = {K. V. Mardia and G. K. Kanji}, volume = 20, chapter = 12, pages = {257--280} } @InCollection{col5, author = {H. Rue}, title = {{B}addeley's delta metric}, booktitle = {Encyclopedia of Statistical Sciences}, pages = {158--162}, publisher = {John Wiley \& Sons, Ltd.}, address = {Chichester}, year = 1999, editor = {S. Kotz and C. B. Read and D. L Banks}, volume = {Update Volume 3} } @InCollection{col6, author = {R. Neal}, title = {Suppressing random walks in {M}arkov chain {M}onte {C}arlo using ordered overrelaxation}, booktitle = {Learning in Graphical Models}, publisher = {Kluwer Academic Press}, year = 1998, editor = {M. I. Jordan} } @InCollection{col7, author = {P. J. Green and X. L. Han}, title = {Metropolis methods, {G}aussian proposals, and antithetic variables}, booktitle = {Stochastic Models, Statistical Methods and Algorithms in Image Analysis}, pages = {142-164}, publisher = {Springer-Verlag}, address = {Berlin}, year = 1992, editor = {P. Barone and A. Frigessi and M. Piccioni}, number = 74, series = {Lecture notes in Statistics} } @InCollection{col8, author = {A. Molli\'{e}}, title = {{B}ayesian mapping of disease}, booktitle = {{M}arkov Chain {M}onte {C}arlo in Practice}, pages = {359--379}, publisher = {Chapman \& Hall}, address = {London}, year = 1996, editor = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter} } @InCollection{col9, author = {W. R. Gilks}, title = {Full conditional distributions}, booktitle = {{M}arkov Chain {M}onte {C}arlo in Practice}, pages = {75--88}, publisher = {Chapman \& Hall}, address = {London}, year = 1996, editor = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter} } @Book{lapack, author = {E. Anderson and Z. Bai and C. Bischof and J. Demmel and J. J. Dongarra and J. Du Croz and A. Greenbaum and S. Hammarling and A. McKenney and S. Ostrouchov and D. C. Sorensen}, title = {{LAPACK} Users' Guide}, publisher = {Philadelphia: Society for Industrial and Applied Mathematics}, year = 1995, edition = {2nd} } @MastersThesis{mas1, author = {O. K. Husby}, title = {Identifisering av objekter ved bruk av en deformerbar template og en destruktiv deformasjonsmodell}, school = {Institutt for matematiske fag, Norges teknisk naturvitenskapelige universitet, {T}rondheim, Norway}, year = 1996 } @Misc{misc1, author = {D. Myrhaug and E. Aa. Dahle and H. Rue}, title = "A Two--Dimensional {W}eibull Distribution and its Application to Rolling", howpublished = {Ocean Mechanics and Arctic Engineering (OMAE)}, year = 1993, note = {Conference Paper No.\ $1208$} } @Misc{misc2, author = {H. Rue}, title = {Image Restoration with Faithful Residuals}, howpublished = {Presented at the NOBIM--1992 Conference in {T}rondheim}, note = {also in the conference proceedings} } @Misc{misc3, author = {U. Grenander}, title = {Tutorial in Pattern Theory}, howpublished = {Division of Applied Mathematics, {B}rown University, {P}rovidence}, year = 1983 } @Misc{misc4, author = {R. L. Smith}, title = {Environmental statistics}, howpublished = {Department of Statistics, {U}niversity of {N}orth {C}arolina}, year = 1998, note = {Course notes in environmental statistics. Available through \verb,http://www.stat.unc.edu/faculty/rs/,} } @phdthesis{phd1, author = {H. Rue}, title = {Topics in Image Analysis}, school = {The {N}orwegian Institute of Technology}, year = 1993 } @PhdThesis{phd10, author = {S. Martino}, title = {Approximate {B}ayesian inference for latent {G}aussian models}, school = {Department of Mathematical Sciences, Norwegian University of Science and Technology}, year = 2007 } @phdthesis{phd2, author = {F. Godtliebsen}, title = {A Study of Image Improvement Techniques Applied to NMR Images}, school = {The {N}orwegian Institute of Technology}, year = 1989 } @phdthesis{phd3, author = {O. K. Husby}, title = {High-Level image models with application to medical ultrasonics}, school = {Department of Mathematical Sciences, {N}orwegian {U}niversity of {S}cience and {T}echnology}, year = 2001 } @PhdThesis{phd4, author = {F. Lindgren}, title = {Stochastic Modelling and Reconstruction of Random Shapes}, school = {Lund Institute of Technology, Lund University}, year = 2003, isbn = {91-628-5701-0}, issn = {Doctoral Thesis in Mathematical Sciences, ISSN:1404-0034}, number = {2003:1}, month = {June}, comment = {Investigation of stochastic free-form surface models, and development of geometric spline representation and manipulation methods, as well as variable-dimension MCMC simulation methods.} } @PhdThesis{phd5, author = {L. Werner}, title = {Spatial inference for non-lattice data using {M}arkov random fields}, school = {Centre for Mathematical Sciences, {M}athematical Statistics, {Lund} {U}university}, year = 2004, type = {Licentiate thesis} } @PhdThesis{phd6, author = {I. Steinsland}, title = {Markov chain {Monte} {C}arlo updating schemes for hidden {G}aussian {M}arkov random fields}, school = {Department of Mathematical Sciences, Norwegian University of Science and Technology}, year = 2003, address = "Trondheim, Norway" } @phdthesis{phd7, author = "Follestad, T.", title = "Stochastic Modelling and Simulation Based Inference of Fish Population Dynamics and Spatial Variation in Disease Risk", type = "PhD Thesis", year = 2003, school = "Department of Mathematical Sciences, Norwegian University of Science and Technology", address = "Trondheim, Norway", } @PhdThesis{phd8, author = {P. Er\"{a}st\"{o}}, title = {Studies in trend detection of scatter plots with visualization}, school = {Department of Mathematics and Statistics, University of Helsinki, Finland}, year = 2005 } @PhdThesis{phd9, author = {L. O. L{\o}seth}, title = {Modelling of controlled source electromagnetic data}, school = {Department of Petroleum engineering and applied Geophysics, Norwegian University of Science and Technology}, year = 2007 } @InProceedings{pro1, author = {J. D. O'Sullivan and M. M. Komesaroff}, title = {Maximum Entropy -- some reservations}, booktitle = {Indirect Imaging}, year = 1983, editor = {J. A. Roberts}, organization = {Cambridge University Press} } @InProceedings{pro10, author = {H. Omre and K. S{\o}lna and H. Tjelmeland}, title = {Simulation of random functions on large lattices}, booktitle = {Geostatistics {T}r\'oia '92}, pages = {179--199}, year = 1992, editor = {A. Soares}, volume = 1, note = {Procedings from the 4th International Geostatistical Congress, Tr\'oia Portugal, 1992}, publisher = {Kluwer Academic Publishers} } @incollection {pro11, AUTHOR = {Lavine, M.}, TITLE = {Another look at conditionally {G}aussian {M}arkov random fields}, BOOKTITLE = {{B}ayesian Statistics, 6 (Alcoceber, 1998)}, PAGES = {371--387}, PUBLISHER = {Oxford University Press}, ADDRESS = {New York}, YEAR = 1999 } @InProceedings{pro12, author = {L. E. Holmedal and D. Myrhaug and H. Rue}, title = {{M}onte {C}arlo simulations of seabed shear stresses under irregular waves plus current}, booktitle = {Computational Stochastic Mechanics}, pages = {21--30}, year = 1999, editor = {P. D. Spanos}, publisher = {Balkema: Rotterdam}, note = {Proceedings from the third international conference on computational stochastic mechanics, Thera-Santorini, Greece, 14-17 June 1998} } @InProceedings{pro13, author = {C. Geyer}, title = {{M}arkov chain {M}onte {C}arlo maximum likelihood}, booktitle = {Computing Science and Statistics: Proceedings of the 23rd Symposium on the Interface}, pages = {156-163}, year = 1991, editor = {E. M. Keramidas}, publisher = {Fairfax Station: Interface Foundation} } @incollection {pro14, AUTHOR = {R. H. Jones}, TITLE = {Fitting a continuous time autoregression to discrete data}, BOOKTITLE = {Applied Time Series Analysis, II (Tulsa, Okla., 1980)}, PAGES = {651--680}, PUBLISHER = {Academic Press}, ADDRESS = {New York}, YEAR = 1981, MRCLASS = {62M10}, MRNUMBER = {MR651942 (83d:62137)}, } @InProceedings{pro15, AUTHOR = "Rellier, G. and Descombes, X. and Zerubia, J. and Falzon, F.", TITLE = "A {G}auss-{M}arkov model for hyperspectral texture analysis of urban areas", BOOKTITLE = "Proceedings from the 16th International Conference on Pattern Recognition", YEAR = 2002, PAGES = "I: 692-695" } @InProceedings{pro16, author = {B. D. Jeffs and S. Hong and J. Christou}, title = {A generalized {G}auss {M}arkov model for space objects in blind restoration of adaptive optics telescope images}, booktitle = {Proceedings of the 1998 International Conference on Image Processing (ICIP '98)}, pages = {737-741}, year = 1998, number = 3, publisher = {Institute of Electrical and Electronics Engineers} } @InProceedings{pro17, author = {R. M. Assun{\c{c}}{\~a}o and J. J. Assun{\c{c}}{\~a}o and M. B. Lemos}, title = {Induced technical change: {A} {B}ayesian spatial varying parameter model}, booktitle = {Proceedings of XVI Latin American Meeting of Econometric Society}, year = 1998, publisher = {Catholic University of Peru, Peru} } @InProceedings{pro18, author = {F. Lindgren}, title = {Flame Reconstruction}, booktitle = {{LASR:} The Art and Science of {B}ayesian Image Analysis}, editor = {Mardia, K and Gill, C A}, year = 1997, organization = {Dept. of Mathematical Statistics, University of Leeds}, pages = {52-59} } @InProceedings{pro19, author = {F. Lindgren and B. Johansson and J. Holst}, title = {Flame reconstruction in spark ignition engines}, booktitle = {\uppercase{SAE} Fall Fuels and Lubricants Meeting and Exposition}, year = 1997, note = {\uppercase{SAE} paper 972825} } @InProceedings{pro2, author = {T. J. Cornell}, title = "Is {J}ayne's Maximum Entropy Principle Applicable to Image Construction ?", booktitle = {Indirect Imaging}, year = 1983, editor = {J. A. Roberts}, organization = {Cambridge University Press} } @InProceedings{pro20, author = {K. Takahashi and J. Fagan and M. S. Chen}, title = {Formation of a sparse bus impedance matrix and its application to short circuit study}, booktitle = {8th PICA Conference proceedings}, pages = {63--69}, year = 1973, organization = {IEEE Power Engineering Society}, note = {Papers presented at the $1973$ Power Industry Computer Application Conference in Minneapolis, Minnesota} } @InProceedings{pro21, author = {C. K. I. Williams and D. Barber}, title = {Bayesian classification with {G}aussian processes}, booktitle = {Advances in Neural Information Processing Systems 8}, pages = {514--520}, year = 1996, editor = {D. S. Touretzky and M. C. Mozer and M. E. Hasselmo}, address = {Cambridge}, publisher = {The MIT Press} } @InProceedings{pro3, author = {A. Alaux and J. Myrheim and H. Rue}, title = {Coil Sensitivity Correction in {MRI}}, booktitle = {NOBIM--1990 Conference, Troms{\o}}, year = 1990 } @InProceedings{pro4, author = {H. Rue}, title = {Estimators for {B}ayesian Image Classification}, booktitle = {21st European Meeting of Statisticians, 21--25 August 1995, University of Aarhus}, year = 1995, pages = 225 } @InProceedings{pro5, author = {A. J. Baddeley}, title = {An error metric for binary images}, booktitle = {Robust Computer Vision: Quality of Vision Algorithms}, editor = {W. F\"orstner and S. Ruwiedel}, year = 1992, publisher = {Wichmann Verlag}, pages = {59--78} } @InProceedings{pro6, author = {C. Geyer}, title = {Likelihood inference for spatial point processes}, booktitle = {Proc. Seminaire Europ\'een de Statistique Tolouse 1996, Stochastic Geometry: Theory and Applications}, editor = {W. S. Kendall}, year = 1999, publisher = {Springer Lecture Notes} } @InProceedings{pro7, author = {M. A. Hurn and H. Rue}, title = {High--level image priors in confocal microscopy applications}, booktitle = {The Art and Science of {B}ayesian Image Analysis}, editor = {K. V. Mardia and C. A. Gill and R. G. Aykroyd}, year = 1997, publisher = {University of Leeds}, pages = {36-43} } @InProceedings{pro8, author = {H. Rue and M. A. Hurn}, title = {Loss Functions for {B}ayesian Image Analysis}, booktitle = {The Art and Science of {B}ayesian Image Analysis}, editor = {K. V. Mardia and C. A. Gill and R. G. Aykroyd}, year = 1997, publisher = {University of Leeds}, pages = {72-79} } @InProceedings{pro9, author = {J. J. G\'omez-{H}ern\'andez and A. G. Journel}, title = {Joint Sequential Simulation of Multi{G}aussian Fields}, booktitle = {Geostatistics {T}r\'oia '92}, pages = {85--94}, year = 1992, editor = {A. Soares}, volume = 1, note = {Procedings from the 4th International Geostatistical Congress, Tr\'oia Portugal, 1992}, publisher = {Kluwer Academic Publishers} } @Proceedings{proc1, title = {Progress in Decision, Utility and Risk Theory}, year = 1991, editor = {Chic\'an, A.}, publisher = {Kluwer Academic Publishers} } @TechReport{tech1, author = {H. Rue and H. E. Krogstad}, title = "An Interactive System for the Analysis of {SAR} Images of Ocean Waves: Users Guide", institution = {SINTEF}, year = 1992, number = {STF10 F92006}, note = {Classification: Restricted} } @TechReport{tech10, author = {H. Rue and A. R. Syversveen}, title = {{B}ayesian Object Recognition with {B}addeley's Delta Loss}, institution = {Departments of Mathematics, The University of {T}rondheim, {T}rondheim, {N}orway}, year = 1995, type = {Statistics {R}eport No.}, number = 8 } @TechReport{tech11, author = {A. R. Syversveen and H. Rue}, title = {A Method for Approximate Fully {B}ayesian Analysis of Parameters}, institution = {Departments of Mathematics, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1996, type = {Statistics {R}eport No.}, number = 2 } @TechReport{tech12, author = {H. Rue}, title = {An Introduction to {B}addeley's Delta Metric}, institution = {Departments of Mathematics, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1996, type = {Statistics {R}eport No.}, number = 4 } @TechReport{tech13, author = {M. A. Hurn}, title = {{B}ayesian Image Analysis in Confocal Fluorescence Microscopy}, institution = {School of Mathematical Sciences, Univeristy of Bath}, year = 1996, type = {Statistical Research Report}, number = {96:01} } @TechReport{tech14, author = {H. Rue and M. A. Hurn}, title = {{B}ayesian Object Identification}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 6 } @TechReport{tech15, author = {P. Clifford and G. Nicholls}, title = {A {M}etropolis Sampler for Polygonal Image Reconstruction}, institution = {Department of Statistics, Oxford University}, year = 1994 } @TechReport{tech16, author = {A. Pievatolo and P. J. Green}, title = {Object Restoration Through Dynamic Polygons}, institution = {University of Bristol}, year = 1995, number = 12 } @TechReport{tech17, author = {H. Tjelmeland and J. Besag}, title = {{M}arkov Random Fields with Higher Order Interactions}, institution = {Departments of Mathematics, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1996, type = {Statistics {R}eport No.}, number = 1 } @TechReport{tech18, author = {W. Qian and K. V. Mardia}, title = {Recognition of Multiple Objects with Occlusions}, institution = {University of Leeds}, year = 1995, type = {Stat}, number = {95/01} } @TechReport{tech19, author = {H. Rue}, title = {Image Restoration with Faithful Residuals}, institution = {Departments of Mathematics, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1996, type = {Statistics {R}eport No.}, number = 11 } @TechReport{tech2, author = {F. Godtliebsen and H. Rue and O. Samset}, title = {Processing and Visualization of {3D MR} images}, institution = {SINTEF}, year = 1992, number = {STF10 F920017}, note = {Classification: Unrestricted} } @TechReport{tech20, author = {H. Rue and O. K. Husby}, title = {Identification of Partly Destroyed Objects using Deformable Templates}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 1 } @TechReport{tech21, author = {M. A. Hurn and H. Rue}, title = {High--level image priors in confocal microscopy applications}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 2 } @TechReport{tech22, author = {H. Rue and M. A. Hurn}, title = {Loss Functions for {B}ayesian Image Analysis}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 3 } @TechReport{tech23, author = {D. J. Spiegelhalter and A. Thomas and N. G. Best and W. R. Gilks}, title = {{BUGS}: {B}ayesian inference using {G}ibbs sampling}, institution = {MRC {B}iostatistics Unit, Cambridge}, year = 1995, type = {Version 0.50}, } @TechReport{tech24, author = {H. Rue and C. H. Chu and F. Godtliebsen and J. S. Marron}, title = {M-smoother with local linear fit}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 7 } @TechReport{tech25, author = {M. A. Hurn and H. Rue and N. A. Sheehan}, title = {Block updating in constrained {M}arkov chain {M}onte {C}arlo sampling}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 9 } @TechReport{tech26, author = {D. Kuonen}, title = {Statistical Models for Knock-out Soccer Tournaments}, institution = {Department of Mathematics, {\'E}cole {P}olytechnique {F}\'ed\'erale de {L}ausanne}, year = 1996 } @TechReport{tech27, author = {H. Rue and {\O}. Salvesen}, title = {Predicting Soccer Matches in a League}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1997, type = {Statistics {R}eport No.}, number = 10 } @TechReport{tech28, author = {M. Fismen}, title = {Exact Simulation Using {M}arkov Chains}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1998, type = {Statistics {R}eport No.}, number = 6 } @TechReport{tech3, author = {H. Rue and J. Myrheim}, title = {Interactive Maximum Entropy Image Restoration}, institution = {SINTEF}, year = 1991, number = {STF10 A91011}, note = {Classification: Open} } @TechReport{tech30, author = {A. Frigessi and H. Rue}, title = {Antithetic Coupling of Two {G}ibbs Sampler Chains}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1998, type = {Statistics {R}eport No.}, number = 7 } @TechReport{tech31, author = {H. Rue and O. K. Husby}, title = {Modern Statistical Methods: A First Introduction}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1998, type = {Statistics {R}eport No.}, number = 8 } @TechReport{tech32, author = {M. Lavine}, title = {Another Look at Conditionally {G}aussian {M}arkov Random Fields}, institution = {Institute of statistics and decision sciences, {D}uke University}, year = 1998, number = 4 } @TechReport{tech33, author = {H. Rue}, title = {A Fast and Exact Simulation Algorithm for General {G}aussian {M}arkov Random Fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 2 } @TechReport{tech34, author = {J. T. Kent and I. L. Dryden and C. R. Anderson}, title = {Using circulant symmetry to model featureless objects}, institution = {Department of Statistics, University of Leeds, UK}, year = 1998, type = {Techical report, Statistics}, number = 14 } @TechReport{tech35, author = {A. Baddeley and R. Turner}, title = {Practical maximum pseudolikelihood for spatial point patterns}, institution = {Department of Mathematics, University of Western Australia}, year = 1998, type = {Technical {R}eport}, number = 16 } @TechReport{tech36, author = {M. A. Hurn and I. Steinsland and H. Rue}, title = {Parameter estimation for a deformable template model}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 5 } @TechReport{tech37, author = {H. Rue and H. Tjelmeland}, title = {Fitting {G}aussian {M}arkov random fields to {G}aussian fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 16 } @TechReport{tech38, author = {H. Rue and A. Marthinsen and E. G. Husby}, title = {A split and conquer algorithm for exact simulation of general {G}aussian {M}arkov random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 11 } @TechReport{tech39, author = {H. Rue}, title = {A Fast and Exact Simulation Algorithm for General {G}aussian {M}arkov Random Fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 8 } @TechReport{tech4, author = {H. Rue}, title = {An estimator for images with ordered colors}, institution = "Department of Mathematics, The University of {T}rondheim, {T}rondheim, {N}orway", year = 1994, type = {Statistics {R}eport No.}, number = 6 } @TechReport{tech40, author = {A. Frigessi and J. G{\aa}semyr and H. Rue}, title = {Antithetic Coupling of Two {G}ibbs Sampler Chains}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No.}, number = 13 } @TechReport{tech41, author = {O. K. Husby and T. Lie and T. Lang{\o} and J. Hokland and H. Rue}, title = {{B}ayesian 2D Deconvolution: A model for diffuse ultrasound scattering}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 1999, type = {Statistics {R}eport No. }, number = 20 } @TechReport{tech42, author = {J. J. A{ssun\c{c}\~{a}o} and D. Gamerman and R. M. A{ssun\c{c}\~{a}o}}, title = {Regional differences in factor productivities of {B}razilian agriculture: A {B}ayesian space varying parameter approach}, institution = {Technical Report, Statistical Laboratory, Universidade Federal do Rio de Janeiro, Brazil}, year = 1999 } @TechReport{tech43, author = {H. Rue}, title = {Fast Sampling of {G}aussian {M}arkov Random Fields with Applications}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2000, type = {Statistics {R}eport No. }, number = 1 } @TechReport{tech44, author = {L. Knorr-Held and H. Rue}, title = {On block updating in {M}arkov random field models for disease mapping}, institution = {University Munich, Institute of Statistics}, year = 2000, number = {Discussion paper No. 210}, note = {Available at ftp://ftp.stat.uni-muenchen.de/pub/leo/block.ps} } @TechReport{tech45, author = {J. M{\o}ller and {\O}yvind Skare}, title = {{B}ayesian image analysis with coloured {V}oronoi tesselations and a view to applications in reservoir modelling}, institution = {Department of Mathematical Sciences, Aalborg University}, year = 2000, } @TechReport{tech46, author = {P. Clifford and G. Nicholls}, title = {A {M}etropolis sampler for polygonal image reconstruction}, institution = {Department of Statistics, Oxford University}, year = 1994, } @TechReport{tech47, author = {G. Nicholls}, title = {Coloured continuum triangulation models in the {B}ayesian analysis of two dimensional change point problems}, institution = {Mathematics Department, The University of Auckland}, year = 1997, } @TechReport{tech48, author = {D. Gamerman and A. R. B. Moreira and H. Rue}, title = {Space-varying regression models: Specifications and simulations}, institution = {Instituto de Pesquisa Econ\^omica Aplicada, Rio de Janeiro}, year = 2000, type = {technical report no 4}, note = {Available at http://www.ipea.gov.br/ftp/wp/index.html} } @TechReport{tech49, author = {O. K. Husby and H. Rue}, title = {Estimating blood vessel areas in ultrasound imaging using a deformable template model}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2001, type = {Statistics {R}eport No.}, number = 16 } @TechReport{tech5, author = {A. Frigessi and H. Rue}, title = {{B}ayesian Image Classification with {B}addeley's Delta Loss}, institution = "Department of Mathematics, The University of {T}rondheim, {T}rondheim, {N}orway", year = 1995, type = {Statistics {R}eport No.}, number = 5 } @TechReport{tech51, author = {D. J. Wilkinson and S. K. H. Yeung}, title = {Conditional simulation from highly structured {G}aussian systems, with application to blocking-{MCMC} for the {B}ayesian analysis of very large linear models.}, institution = {Department of Statistics, University of Newcastle}, year = 2000, type = {Techical report no 9} } @TechReport{tech52, author = {H. Rue and T. Follestad}, title = {{GMRFLib}: A {C}-library for fast and exact simulation of {G}aussian {M}arkov random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2002, type = {Statistics {R}eport No.}, number = 1 } @TechReport{tech53, author = {H. Rue and I. Steinsland and S. Erland}, title = {Approximating Hidden {G}aussian {M}arkov Random Fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2003, type = {Statistics {R}eport No.}, number = 1 } @TechReport{tech54, author = {T. Follestad and H. Rue}, title = {Modelling spatial variation in disease risk using {G}aussian {M}arkov random field proxies for {G}aussian random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2003, type = {Statistics {R}eport No.}, number = 3 } @techreport{tech55, author = {Karypis, G. and Kumar, V.}, title = {{METIS}. {A} software backage for partitioning unstructured graphs, partitioning meshes, and computing fill-reducing orderings of sparse matrices. {V}ersion 4.0.}, institution = {University of Minnesota, Department of Computer Science/ Army HPC Research Center}, type = {Manual}, year = 1998, note = "{\tt http://www-users.cs.umn.edu/$\sim$karypis/metis/index.html}", } @techreport{tech56, author = {Toledo, S. and Chen, D. and Rotkin, V.}, title = {{TAUCS}. {A} library of sparse linear solvers. {V}ersion 2.0.}, institution = {School of Computer Science, Tel-Aviv University}, type = {Manual}, year = 2002, note = "{\tt http://www.tau.ac.il/$\sim$stoledo/taucs/}", } @TechReport{tech57, author = {H. Rue and T. Follestad}, title = {{G}aussian {M}arkov random field models with applications in spatial statistics}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2003, type = {Statistics {R}eport No.}, number = 6 } @TechReport{tech58, author = {I. Steinsland and H. Rue}, title = {Overlapping block proposals for latent {G}aussian {M}arkov random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2003, type = {Statistics {R}eport No.}, number = 8 } @TechReport{tech59, author = {J. Besag}, title = {{M}arkov chain {M}onte {C}arlo for statistical inference}, institution = {Center for Statistics and the Social Sciences, University of Washington, USA}, year = 2001, type = {Working paper no.\ 9} } @TechReport{tech6, author = {A. Frigessi and F. Martinelli and J. Stander}, title = {Computational complexity of {M}arkov chain {M}onte {C}arlo methods}, institution = "Istituto per le applicazioni del calcolo ``{M}auro {P}icone'', {R}ome, {I}taly", year = 1993, number = {Quaderno n.~32} } @techreport{tech61, author = {Christensen, O. F. and M{\o}ller, J. and Waagepetersen, R. P.}, year = 2000, title = {Analysis of spatial data using generalized linear mixed models and {L}angevin-type {M}arkov chain {M}onte {C}arlo}, institution = {Department of Mathematical Sciences, Aalborg University}, type = {Research {R}eport}, number = {R-00-2009} } @TechReport{tech63, author = {O. F. Christensen and G. O. Roberts and M. Sk{\"o}ld}, title = {Robust {MCMC} for spatial {GLMM}'s}, institution = {Department of Mathematical Sciences, Lund University}, year = 2003, type = {Preprints in Mathematical Sciences}, number = 23 } @TechReport{tech64, author = {T. Follestad and M. Langaas and H. Rue and M. Holden and A. L{\o}land}, title = {{gmle}: A {C}-program for parameter estimation using {G}ibbs-sampling in large linear mixed-effects models, with applications to {DNA} microarray data}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2004, type = {Statistics {R}eport No.}, number = 2 } @TechReport{tech65, author = {I. Steinsland}, title = {Parallel sampling of {GMRF}s and geostatistical {GMRF} models}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2003, number = 7 } @TechReport{tech66, author = {A. Dobra and C. Hans and B. Jones and J. R. Nevins and M. West}, title = {Sparse graphical models for exploring gene expression data}, institution = {Statistical and Applied Mathemathical Sciences Institute}, year = 2003, type = {Technical {R}eport}, number = 7, address = {www.samsi.info} } @TechReport{tech67, author = {M. A. R. Ferreira and V. {De Oliveira}}, title = {Bayesian analysis for a class of {G}aussian {M}arkov random fields}, type = {Technical {R}eport}, institution = {Statistical Laboratory, Universidade Federal do Rio de Janeiro, Brazil}, year = 2004 } @TechReport{tech68, author = {D. Mondal and J. Besag}, title = {Variogram calculations for first-order intrinsic autoregressions}, institution = {Department of Statistics, University of Washington, Seattle}, year = 2004, type = {Technical {R}eport} } @TechReport{tech69, author = {H. T. Wist and D. Myrhaug and H. Rue}, title = {Statistical properties of successive wave heights and successive wave periods}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2004, type = {Statistics {R}eport No.}, number = 3 } @TechReport{tech7, author = {Mengersen, K. and Tweedie, R. L.}, title = {Rates of Convergence of the {H}astings and {M}etropolis Algorithms}, institution = {University of Queensland, Australia}, year = 1995 } @Manual{tech70, title = {{BayesX}: {S}oftware for {B}ayesian inference}, author = {A. Brezger and T. Kneib and S. Lang}, organization = {Department of statistics, University of Munich}, edition = {Version 1.1}, year = 2003, note = {http://www.stat.uni-muenchen.de/$\sim$lang/bayesx} } @Manual{man1, title = {R: A Language and Environment for Statistical Computing}, author = {{R Development Core Team}}, organization = {R Foundation for Statistical Computing}, address = {Vienna, Austria}, year = 2007, note = {{ISBN} 3-900051-07-0}, url = {http://www.R-project.org}, } @TechReport{tech72, author = {F. Lindgren and H. Rue}, title = {Intrinsic {G}aussian {M}arkov random fields on triangulated spheres}, institution = {Centre for Mathematical Sciences, Lund University}, year = 2004, number = {2004:25}, series = {Preprints in Mathematical Sciences} } @TechReport{tech73, author = {H. Rue}, title = {Marginal variances for {G}aussian {M}arkov random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 1 } @TechReport{tech74, author = {H. T. Wist and H. Rue}, title = {Specifying a {G}aussian {M}arkov random field by a sparse {C}holesky triangle}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 2 } @TechReport{tech75, author = {N. Friel and H. Rue}, title = {Recursive computing for {M}arkov random fields}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 3 } @TechReport{tech76, author = {F. Lindgren and H. Rue}, title = {A note on the second order random walk model for irregular locations}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 6 } @TechReport{tech77, author = {N. Friel and A. N. Pettitt and R. Reeves and E. Wit}, title = { Bayesian inference in hidden {M}arkov random fields for binary data defined on large lattice}, institution = {University of Glasgow}, type = {Technical report}, year = 2005 } @TechReport{tech78, author = {H. Rue and S. Martino}, title = {Approximate Inference for Hierarchical {G}aussian {M}arkov Random Fields Models}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 7 } @TechReport{tech79, author = {I. Steinsland and H. Rue}, title = {Collapsed Blocks Approximations}, institution = {Department of Mathematical Sciences, {N}orwegian University of Science and Technology, {T}rondheim, {N}orway}, year = 2005, type = {Statistics {R}eport No.}, number = 9 } @TechReport{tech8, author = {J. S. Rosenthal}, title = {Theoretical rates of convergence for {M}arkov Chain {M}onte {C}arlo}, institution = {University of Toronto, Canada}, year = 1994, month = {December}, url = {ftp://utstat.toronto.edu/jeff/interface.ps.Z} } @TechReport{tech80, author = {T. Krivobokova and C. M. Crainiceanu and G. Kauermann}, title = {Fast adaptive penalized splines}, institution = {Fakult\"at f\"ur Wirtschaftswissenschaften, Universit\"at Bielefeld, Germany}, year = 2006 } @TechReport{tech81, author = {J. Eidsvik and S. Martino and H. Rue}, title = {Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2006, number = {no 2} } @TechReport{tech82, author = {H. Rue and S. Martino and N. Chopin}, title = {Approximate {B}ayesian Inference for Latent {G}aussian Models Using Integrated Nested {L}aplace Approximations}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2007, number = {no 1} } @TechReport{tech83, author = {F. Lindgren and H. Rue}, title = {Explicit construction of GMRF approximations to generalised {M}atern fields on irregular grids}, institution = {Centre for Mathematical Sciences, Mathematical Statistics, Lund Institute of Technology, Lund University}, year = 2007, number = {no 12} } @TechReport{tech84, author = {S. Fr{\"u}wirth-Schnatter and R. Fr{\"u}wirth and L. Held and H. Rue}, title = {Improved Auxiliary Mixture Sampling for Hierarchical Models of Non-{G}aussian Data}, institution = {No techreport-number and reference yet}, year = 2007, number = {xx}, note = {(submitted)} } @TechReport{tech85, author = {S. Martino and H. Rue}, title = {Implementing Approximate {B}ayesian Inference for Latent {G}aussian Models Using Integrated Nested {L}aplace Approximations: {A} manual for the \textsf{inla}-program}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2008, number = {no 2} } @TechReport{tech86, author = {C. Czado and T. Gneiting and L. Held}, title = {Predictive model assessment for count data}, institution = {University of Washington, Department of Statistics}, year = 2007, number = {Technical Report no 518} } @TechReport{tech87, author = {S. H. S{\o}rbye and K. Hindberg and L. R. Olsen and H. Rue}, title = {Bayesian multiscale feature detection of log-spectral densities}, institution = {Department of mathematics and statistics, University of Troms{\o}, Norway}, year = 2008, number = {no 1} } @TechReport{tech88, author = {Y. Chen and T. A. Davis and W. W. Hager and S. Rajamanickam}, title = {Algorithm 8xx: {CHOLMOD}, supernodal sparse {C}holesky factorization and update/downdate}, institution = {{CISE} Department, University of Florida, USA}, year = 2006, type = {Technical report}, number = {TR-2006-005} } @TechReport{tech89, author = {S. Martino and K. Aas and O. Lindqvist and Lind R. Neef and H. Rue}, title = {Estimating stochastic volatility models using integrated nested {L}aplace approximations}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2008, type = {Technical report}, number = 8 } @TechReport{tech90, author = {R. Akerkar and S. Martino and H. Rue}, title = {Implementing approximate {B}ayesian inference for survival analysis using integrated nested {L}aplace approximations}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 1} @TechReport{tech91, author = {S. Martino and R. Akerkar and H. Rue}, title = {Approximate {B}ayesian Inference for Survival Models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 3} @TechReport{tech92, author = {S. H. S{\o}rbye and H. Rue}, title = {Simultanous credible bands for latent {G}aussian models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 4} @TechReport{tech93, author = {F. Lindgren and J. Lindstr{\"o}m and H. Rue}, title = {An explicit link between {G}aussian fields and {G}aussian {M}arkov random fields: {T}he {SPDE} approach}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 5} @TechReport{tech94, author = {J. B. Illian and H. Rue}, title = {A toolbox for fitting complex spatial point process models using integrated {L}aplace transformation ({INLA})}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 6} @TechReport{tech95, author = {Y. Li and P. Brown and H. Rue and M. {al}-Maini and P. Fortin}, title = {Spatial modelling of Lupus incidence over 40 years with changes in cencus areas}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 7} @TechReport{tech96, author = {Hossein Baghishani and H{\aa}vard Rue and Mohsen Mohammadzadeh}, title = {On a Hybrid Data Cloning Method and Its Application in Generalized Linear Mixed Models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 8} @TechReport{tech97, author = {J. Eidsvik and A. O. Finley and S. Banerjee and H. Rue}, title = {Approximate Bayesian Inference for Large Spatial Datasets Using Predictive Process Models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 9} @TechReport{tech98, author = {R. Ruiz-C\'ardenas and E. T. Krainski and H. Rue}, title = {Fitting dynamic models using integrated nested Laplace approximations -- {INLA}}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 12} @TechReport{tech99, author = {J. Wyse and N. Friel and H. Rue}, title = {Approximate simulation free multiple changepoint analysis with {G}aussian {M}arkov random field segment models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 15} @TechReport{tech100, author = {D. Simpson and F. Lindgren and H. Rue}, title = {In order to make spatial statistics computationally feasible, we need to forget about the covariance function}}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 16} @TechReport{tech101, author = {J. B. Illian and S. H S{\o}rbye and H. Rue and D. K. Hendrichsen}, title = {Fitting a log Gaussian Cox process with temporally varying effects --- a case study}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2010, type = {Technical report}, number = 17} @TechReport{tech102, author = {D. Simpson and F. Lindgren and H. Rue}, title = {Fast approximate inference with {INLA:} the past, the present and the future}, institution = {arXiv.org}, year = 2011, note = {Available at \verb|http://arxiv.org/abs/1105.2982|} } @TechReport{tech103, author = {R. Akerkar and S. Martino and H. Rue}, title = {Approximate {B}ayesian inference for nonhomogeneous {P}oisson processes with application to survival analysis}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2012, type = {Technical report}, number = 3 } @TechReport{tech104, author = {T. Guerrera and H. Rue}, title = {Extending {INLA} to a class of near-{G}aussian latent models}, institution = {Department of mathematical sciences, Norwegian University of Science and Technology}, year = 2012, type = {Technical report}, number = X } @TechReport{tech9, author = {A. J. Baddeley and {V}an Lieshout, M. N. M.}, title = {Recognition of Overlapping Objects using {M}arkov Spatial Processes}, institution = {Centrum voor Wiskunde en Informatica}, year = 1991, number = {Research {R}eport BS--R9109} } @Article{xxx, author = {NameHere, Nn }, title = {here is a title}, journal = {here is the name of the journal}, year = {year}, volume = {volume}, number = {number}, pages = {from--to}, month = {month}, note = {a dummy reference have been refered, the label is {xxx}} } %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @Comment LocalWords: Titterington IntStatRev Myrheim CVGIP Arjas ayesian JASA @Comment LocalWords: Liu Wong ibbs BIOMETRIKA SaC Barone aussian Sheehan onte @Comment LocalWords: ProbEngInfSci arkov arlo SPL Normat Myrhaug Aall Dahle @Comment LocalWords: Slaattelid Hokland Ferroelectrics Insana Besag SJS JRSSB @Comment LocalWords: Livesey Crytst Dixon Coles Modelling Esary Proschan TS @Comment LocalWords: Walkup Pievatolo Mardia Qian de Souza IEEETrPatAn TM Fr @Comment 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