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1

Bayesian computing with INLA: New features

Martins, Thiago G., Simpson, Daniel, Lindgren, Finn, Rue, Håvard

Journal:

Computational Statistics & Data Analysis

Year:

2013

Language:

english

File:

PDF, 529 KB

english, 2013

2

Approximate Bayesian Inference for Survival Models

SARA MARTINO, RUPALI AKERKAR, HÅVARD RUE

Journal:

Scandinavian Journal of Statistics

Year:

2011

Language:

english

File:

PDF, 900 KB

english, 2011

3

Prediction and Retrospective Analysis of Soccer Matches in a League

Havard Rue, Oyvind Salvesen

Journal:

Journal of the Royal Statistical Society: Series D (The Statistician)

Year:

2000

Language:

english

File:

PDF, 529 KB

english, 2000

4

Bayesian Computing with INLA: A Review

Rue, Håvard, Riebler, Andrea, Sørbye, Sigrunn H., Illian, Janine B., Simpson, Daniel P., Lindgren, Finn K.

Journal:

Annual Review of Statistics and Its Application

Year:

2017

Language:

english

File:

PDF, 1.69 MB

english, 2017

5

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

Finn Lindgren, Håvard Rue, Johan Lindström

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2011

Language:

english

File:

PDF, 7.83 MB

english, 2011

6

Sensitivity Analysis for Bayesian Hierarchical Models

Roos, Małgorzata, Martins, Thiago G., Held, Leonhard, Rue, Håvard

Journal:

Bayesian Analysis

Year:

2015

Language:

english

File:

PDF, 401 KB

english, 2015

7

Spatial modeling with R-INLA: A review

Bakka, Haakon, Rue, Håvard, Fuglstad, Geir-Arne, Riebler, Andrea, Bolin, David, Illian, Janine, Krainski, Elias, Simpson, Daniel, Lindgren, Finn

Journal:

Wiley Interdisciplinary Reviews: Computational Statistics

Year:

2018

Language:

english

File:

PDF, 3.79 MB

english, 2018

8

A Semi-Parametric Spatial Regression Approach to Post-War Human Security: Cambodia, 2002–2004

Aldo Benini, Taylor Owen, Håvard Rue

Journal:

Asian Journal of Criminology

Year:

2008

Language:

english

File:

PDF, 337 KB

english, 2008

9

Spatial and spatio-temporal models with R-INLA

Blangiardo, Marta, Cameletti, Michela, Baio, Gianluca, Rue, Håvard

Journal:

Spatial and Spatio-temporal Epidemiology

Year:

2013

Language:

english

File:

PDF, 4.29 MB

english, 2013

10

Spatial and spatio-temporal models with R-INLA

Blangiardo, Marta, Cameletti, Michela, Baio, Gianluca, Rue, Håvard

Journal:

Spatial and Spatio-temporal Epidemiology

Year:

2013

Language:

english

File:

PDF, 3.96 MB

english, 2013

11

Approximate Bayesian inference for hierarchical Gaussian Markov random field models

HÅvard Rue, Sara Martino

Journal:

Journal of Statistical Planning and Inference

Year:

2007

Language:

english

File:

PDF, 650 KB

english, 2007

12

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

Håvard Rue, Sara Martino, Nicolas Chopin

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2009

Language:

english

File:

PDF, 2.46 MB

english, 2009

13

Prediction and Retrospective Analysis of Soccer Matches in a League

Håvard Rue and Øyvind Salvesen

Journal:

Journal of the Royal Statistical Society: Series D (The Statistician)

Year:

2000

Language:

english

File:

PDF, 1.59 MB

english, 2000

14

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

Simpson, Daniel, Rue, Håvard, Riebler, Andrea, Martins, Thiago G., Sørbye, Sigrunn H.

Journal:

Statistical Science

Year:

2017

Language:

english

File:

PDF, 661 KB

english, 2017

15

A note on intrinsic conditional autoregressive models for disconnected graphs

Freni-Sterrantino, Anna, Ventrucci, Massimo, Rue, Håvard

Journal:

Spatial and Spatio-temporal Epidemiology

Year:

2018

Language:

english

File:

PDF, 2.12 MB

english, 2018

16

Scour below pipelines and around vertical piles in random waves

Dag Myrhaug, Håvard Rue

Journal:

Coastal Engineering

Year:

2003

Language:

english

File:

PDF, 543 KB

english, 2003

17

Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models

JO EIDSVIK, SARA MARTINO, HÅVARD RUE

Journal:

Scandinavian Journal of Statistics

Year:

2009

Language:

english

File:

PDF, 1.27 MB

english, 2009

18

On the Second-Order Random Walk Model for Irregular Locations

FINN LINDGREN, HÅVARD RUE

Journal:

Scandinavian Journal of Statistics

Year:

2008

Language:

english

File:

PDF, 652 KB

english, 2008

19

Simultaneous Credible Bands for Latent Gaussian Models

SIGRUNN H. SØRBYE, HÅVARD RUE

Journal:

Scandinavian Journal of Statistics

Year:

2011

Language:

english

File:

PDF, 1.04 MB

english, 2011

20

Direct fitting of dynamic models using integrated nested Laplace approximations — INLA

Ramiro Ruiz-Cárdenas, Elias T. Krainski, Håvard Rue

Journal:

Computational Statistics & Data Analysis

Year:

2012

Language:

english

File:

PDF, 1.37 MB

english, 2012

21

Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation

Julien Beguin, Sara Martino, Håvard Rue, Steven G. Cumming

Journal:

Methods in Ecology and Evolution

Year:

2012

Language:

english

File:

PDF, 8.04 MB

english, 2012

22

Scaling intrinsic Gaussian Markov random field priors in spatial modelling

Sørbye, Sigrunn Holbek, Rue, Håvard

Journal:

Spatial Statistics

Year:

2014

Language:

english

File:

PDF, 586 KB

english, 2014

23

Erratum to “Spatial and spatio-temporal models with R-INLA” [Spat Spatio-tempor Epidemiol 4 (2013) 33–49]

Blangiardo, Marta, Cameletti, Michela, Baio, Gianluca, Rue, Håvard

Journal:

Spatial and Spatio-temporal Epidemiology

Year:

2013

Language:

english

File:

PDF, 167 KB

english, 2013

24

Approximate Bayesian Inference for Latent Gaussian Models by Using Integrated Nested Laplace Approximations

Håvard Rue, Sara Martino and Nicolas Chopin

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2009

Language:

english

File:

PDF, 12.55 MB

english, 2009

25

Estimating stochastic volatility models using integrated nested Laplace approximations

Martino, Sara, Aas, Kjersti, Lindqvist, Ola, Neef, Linda R., Rue, Håvard

Journal:

European Journal of Finance

Year:

2011

Language:

english

File:

PDF, 479 KB

english, 2011

26

A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA)

Illian, Janine B., Sørbye, Sigrunn H., Rue, Håvard

Journal:

The Annals of Applied Statistics

Year:

2012

Language:

english

File:

PDF, 1.30 MB

english, 2012

27

Bayesian analysis of measurement error models using integrated nested Laplace approximations

Muff, Stefanie, Riebler, Andrea, Held, Leonhard, Rue, Håvard, Saner, Philippe

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2015

Language:

english

File:

PDF, 982 KB

english, 2015

28

Towards joint disease mapping

Held, Leonhard, Natário, Isabel, Fenton, Sarah Elaine, Rue, Håvard, Becker, Nikolaus

Journal:

Statistical Methods in Medical Research

Year:

2005

Language:

english

File:

PDF, 1.68 MB

english, 2005

29

Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models

JO EIDSVIK, SARA MARTINO and HÅVARD RUE

Journal:

Scandinavian Journal of Statistics

Year:

2009

Language:

english

File:

PDF, 2.06 MB

english, 2009

30

Bayesian Adaptive Smoothing Splines Using Stochastic Differential Equations

Yue, Yu Ryan, Simpson, Daniel, Lindgren, Finn, Rue, Håvard

Journal:

Bayesian Analysis

Year:

2014

Language:

english

File:

PDF, 1.14 MB

english, 2014

31

Improving the INLA approach for approximate Bayesian inference for latent Gaussian models

Ferkingstad, Egil, Rue, Håvard

Journal:

Electronic Journal of Statistics

Year:

2015

Language:

english

File:

PDF, 363 KB

english, 2015

32

Rejoinder: "Comment on Article by Wyse et al."

Wyse, Jason, Friel, Nial, Rue, Håvard

Journal:

Bayesian Analysis

Year:

2011

Language:

english

File:

PDF, 182 KB

english, 2011

33

Beyond the Valley of the Covariance Function

Simpson, Daniel, Lindgren, Finn, Rue, Håvard

Journal:

Statistical Science

Year:

2015

Language:

english

File:

PDF, 68 KB

english, 2015

34

You Just Keep on Pushing My Love over the Borderline: A Rejoinder

Simpson, Daniel, Rue, Håvard, Riebler, Andrea, Martins, Thiago G., Sørbye, Sigrunn H.

Journal:

Statistical Science

Year:

2017

Language:

english

File:

PDF, 70 KB

english, 2017

35

Markov chain Monte Carlo with the Integrated Nested Laplace Approximation

Gómez-Rubio, Virgilio, Rue, Håvard

Journal:

Statistics and Computing

Year:

2017

Language:

english

File:

PDF, 1.30 MB

english, 2017

36

Approximate simulation-free Bayesian inference for multiple changepoint models with dependence within segments

Wyse, Jason, Friel, Nial, Rue, Håvard

Journal:

Bayesian Analysis

Year:

2011

Language:

english

File:

PDF, 2.32 MB

english, 2011

37

Estimating multilevel regional variation in excess mortality of cancer patients using integrated nested Laplace approximation

Seppä, Karri, Rue, Håvard, Hakulinen, Timo, Läärä, Esa, Sillanpää, Mikko J., Pitkäniemi, Janne

Journal:

Statistics in Medicine

Year:

2018

Language:

english

File:

PDF, 812 KB

english, 2018

38

A new quantile tracking algorithm using a generalized exponentially weighted average of observations

Hammer, Hugo Lewi, Yazidi, Anis, Rue, Håvard

Journal:

Applied Intelligence

Year:

2018

Language:

english

File:

PDF, 3.75 MB

english, 2018

39

Discrete versus continuous domain models for disease mapping

Konstantinoudis, Garyfallos, Schuhmacher, Dominic, Rue, Håvard, Spycher, Ben D

Journal:

Spatial and Spatio-temporal Epidemiology

Year:

2020

Language:

english

File:

PDF, 4.83 MB

english, 2020

40

Discussion on “Spatial prediction in the presence of positional error”

Finn Lindgren, Thiago Martins, Håvard Rue, Daniel Simpson

Journal:

Year:

2011

Language:

english

File:

PDF, 54 KB

english, 2011

41

In order to make spatial statistics computationally feasible, we need to forget about the covariance function

Daniel Simpson, Finn Lindgren, Håvard Rue

Journal:

Year:

2012

Language:

english

File:

PDF, 751 KB

english, 2012

42

A simple algorithm for large, nonlinear or singular least squares problems

Jan Myrheim, Håvard Rue, Lars Bugge

Journal:

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Year:

1993

Language:

english

File:

PDF, 337 KB

english, 1993

43

Statistical properties of successive wave heights and successive wave periods

Hanne T. Wist, Dag Myrhaug, Håvard Rue

Journal:

Applied Ocean Research

Year:

2005

Language:

english

File:

PDF, 1.45 MB

english, 2005

44

New algorithms for maximum entropy image restoration

Jan Myrheim, Håvard Rue

Journal:

CVGIP: Graphical Models and Image Processing

Year:

1992

Language:

english

File:

PDF, 6.89 MB

english, 1992

45

Tentative engineering approach to scour around breakwaters in random waves

Dag Myrhaug, Håvard Rue, Alf Tørum

Journal:

Coastal Engineering

Year:

2004

Language:

english

File:

PDF, 355 KB

english, 2004

46

Erosion and deposition of mud beneath random waves

Dag Myrhaug, Lars Erik Holmedal, Håvard Rue

Journal:

Coastal Engineering

Year:

2006

Language:

english

File:

PDF, 136 KB

english, 2006

47

Bayesian multiscale analysis for time series data

Tor Arne Øigård, Håvard Rue, Fred Godtliebsen

Journal:

Computational Statistics & Data Analysis

Year:

2006

Language:

english

File:

PDF, 349 KB

english, 2006

48

Bayesian multiscale feature detection of log-spectral densities

Sigrunn H. Sørbye, Kristian Hindberg, Lena R. Olsen, Håvard Rue

Journal:

Computational Statistics & Data Analysis

Year:

2009

Language:

english

File:

PDF, 946 KB

english, 2009

49

Bayesian inference for additive mixed quantile regression models

Yu Ryan Yue, Håvard Rue

Journal:

Computational Statistics & Data Analysis

Year:

2011

Language:

english

File:

PDF, 983 KB

english, 2011

50

Space-varying regression models: specifications and simulation

Dani Gamerman, Ajax R.B. Moreira, Håvard Rue

Journal:

Computational Statistics & Data Analysis

Year:

2003

Language:

english

File:

PDF, 894 KB

english, 2003

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