- Anderson, C., Carter, D., Cotton, P., 2001. Wave climate variability and impact on offshore design extremes. Report commissioned from the University of Sheffield and Satellite Observing Systems for Shell International.
Paper not yet in RePEc: Add citation now
- Biller, C. (2000). Adaptive Bayesian regression splines in semiparametric generalized linear models. Journal of Computational and Graphical Statistics, 9, 122–140.
Paper not yet in RePEc: Add citation now
- Bodin, T., & Sambridge, M. (2009). Seismic tomography with the reversible jump algorithm. Geophysical Journal International, 178, 1411–1436.
Paper not yet in RePEc: Add citation now
- Bodin, T., Sambridge, M., & Gallagher, K. (2009). A selfâ€parametrizing partition model approach to tomographic inverse problems. Inverse Problems, 25(5), 055009.
Paper not yet in RePEc: Add citation now
Boldi, M.â€O., & Davison, A. C. (2007). A mixture model for multivariate extremes. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 69, 217–229.
- Bottolo, L., Consonni, G., Dellaportas, P., & Lijoi, A. (2003). Bayesian analysis of extreme values by mixture modeling. Extremes, 6, 27–36.
Paper not yet in RePEc: Add citation now
- Brezger, A., & Lang, S. (2006). Generalized structured additive regression based on Bayesian Pâ€splines. Computational Statistics & Data Analysis, 50, 967–991.
Paper not yet in RePEc: Add citation now
- Carter, D. J. T., & Challenor, P. G. (1981). Estimating return values of environmental parameters. Quarterly Journal of the Royal Meteorological Society, 107, 259.
Paper not yet in RePEc: Add citation now
Chavezâ€Demoulin, V., & Davison, A. (2005). Generalized additive modelling of sample extremes. Journal of the Royal Statistical Society: Series C (Applied Statistics), 54, 207–222.
Coles, S., & Walshaw, D. (1994). Directional modelling of extreme wind speeds. Applied Statistics, 43, 139–157.
- Costain, D. A. (2008). Bayesian partitioning for modeling and mapping spatial caseâ€control data. Biometrics, 65, 1123–1132.
Paper not yet in RePEc: Add citation now
- Cox, D. R., & Reid, N. (1987). Parameter orthogonality and approximate conditional inference. Journal of the Royal Statistical Society: Series B (Methodological), 49, 1–39.
Paper not yet in RePEc: Add citation now
Currie, I. D., Durban, M., & Eilers, P. H. C. (2006). Generalized linear array models with applications to multidimensional smoothing. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 68, 259–280.
- Davison, A., & Smith, R. L. (1990). Models for exceedances over high thresholds. Journal of the Royal Statistical Society: Series B (Methodological), 52, 393.
Paper not yet in RePEc: Add citation now
Denison, D. G. T., Adams, N. M., Holmes, C. C., & Hand, D. J. (2002). Bayesian partition modelling. Computational Statistics & Data Analysis., 38, 475–485.
- Denison, D. G. T., Mallick, B. K., & Smith, A. F. M. (1998). Automatic Bayesian curveâ€fitting. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 60, 330–350.
Paper not yet in RePEc: Add citation now
- DiMatteo, I., Genovese, C. R., & Kass, R. E. (2001). Bayesian curveâ€fitting with freeâ€knot splines. Biometrika, 88, 1055–1071.
Paper not yet in RePEc: Add citation now
- Eilers, P. H. C., & Marx, B. D. (2010). Splines, knots and penalties. Wiley Interdisciplinary Reviews: Computational Statistics, 2, 637–653.
Paper not yet in RePEc: Add citation now
- Eilers, P. H. C., Currie, I. D., & Durban, M. (2006). Fast and compact smoothing on multiâ€dimensional grids. Computational Statistics & Data Analysis, 50, 61–76.
Paper not yet in RePEc: Add citation now
- El Adlouni, S., & Ouarda, T. B. M. J. (2009). Joint Bayesian model selection and parameter estimation of the generalized extreme value model with covariates using birthâ€death Markov chain Monte Carlo. Water Resources Research, 45, W06403.
Paper not yet in RePEc: Add citation now
- Ewans, K. C., & Jonathan, P. (2008). The effect of directionality on northern North Sea extreme wave design criteria. Journal of Offshore Mechanics and Arctic Engineering, 130, 041604:1–041604:8.
Paper not yet in RePEc: Add citation now
- Fawcett, L., & Walshaw, D. (2007). Improved estimation for temporally clustered extremes. Environmetrics, 18, 173–188.
Paper not yet in RePEc: Add citation now
- Feld, G., Randell, D., Ross, E., & Jonathan, P. (2019). Design conditions for waves and water levels using extreme value analysis with covariates. Ocean Engineering, 173, 851–866.
Paper not yet in RePEc: Add citation now
- Gamerman, D., & Lopes, H. F. (2006). Markov chain Monte Carlo: Stochastic simulation for Bayesian inference. Boca Raton, FL: Chapman & Hall/CRC.
Paper not yet in RePEc: Add citation now
Girolami, M., & Calderhead, B. (2011). Riemann manifold Langevin and Hamiltonian Monte Carlo methods. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 73, 123–214.
- Green, P. (1995). Reversible jump Markov chain Monte Carlo computation and Bayesian model determination. Biometrika, 82, 711–732.
Paper not yet in RePEc: Add citation now
- Hobert, J. P., & Casella, G. (1996). The effect of improper priors on Gibbs sampling in hierarchical linear mixed models. Journal of the American Statistical Association, 91, 1461–1473.
Paper not yet in RePEc: Add citation now
- Hosking, J. R. M., & Wallis, J. R. (1987). Parameter and quantile estimation for the generalized Pareto distribution. Technometrics, 29, 339–349.
Paper not yet in RePEc: Add citation now
- Jonathan, P., & Ewans, K. C. (2011). A spatiodirectional model for extreme waves in the Gulf of Mexico. ASME Journal of Offshore Mechanics and Arctic Engineering, 133, 011601.
Paper not yet in RePEc: Add citation now
- Jonathan, P., Ewans, K. C., & Forristall, G. Z. (2008). Statistical estimation of extreme ocean environments: The requirement for modelling directionality and other covariate effects. Ocean Engineering, 35, 1211–1225.
Paper not yet in RePEc: Add citation now
- Jones, M., Randell, D., Ewans, K., & Jonathan, P. (2016). Statistics of extreme ocean environments: nonâ€stationary inference for directionality and other covariate effects. Ocean Engineering, 119, 30–46.
Paper not yet in RePEc: Add citation now
- Krivobokova, T., Crainiceanu, C. M., & Kauermann, G. (2008). Fast adaptive penalized splines. Journal of Computational and Graphical Statistics, 17, 1–20.
Paper not yet in RePEc: Add citation now
- Lang, S., & Brezger, A. (2004). Bayesian pâ€splines. Journal of Computational and Graphical Statistics, 13, 183–212.
Paper not yet in RePEc: Add citation now
Marx, B. D., & Eilers, P. H. C. (1998). Direct generalised additive modelling with penalised likelihood. Computational Statistics & Data Analysis, 28, 193–209.
- Mendez, F. J., Menendez, M., Luceno, A., Medina, R., & Graham, N. E. (2008). Seasonality and duration in extreme value distributions of significant wave height. Ocean Engineering, 35, 131–138.
Paper not yet in RePEc: Add citation now
- Northrop, P., & Jonathan, P. (2011). Threshold modelling of spatiallyâ€dependent nonâ€stationary extremes with application to hurricaneâ€induced wave heights. Environmetrics, 22, 799–809.
Paper not yet in RePEc: Add citation now
Northrop, P., Attalides, N., & Jonathan, P. (2017). Crossâ€validatory extreme value threshold selection and uncertainty with application to ocean storm severity. Journal of the Royal Statistical Society: Series C (Applied Statistics), 66, 93–120.
- Ouarda, T. B. M. J., & El Adlouni, S. (2011). Bayesian nonstationary frequency analysis of hydrological variables. JAWRA Journal of the American Water Resources Association, 47, 496–505.
Paper not yet in RePEc: Add citation now
Raghupathi, L., Randell, D., Ewans, K., & Jonathan, P. (2016). Fast computation of large scale marginal extremes with multiâ€dimensional covariates. Computational Statistics & Data Analysis, 95, 243–258.
Randell, D., Feld, G., Ewans, K., & Jonathan, P. (2015). Distributions of return values for ocean wave characteristics in the South China Sea using directionalâ€seasonal extreme value analysis. Environmetrics, 26, 442–450.
- Randell, D., Turnbull, K., Ewans, K., & Jonathan, P. (2016). Bayesian inference for nonâ€stationary marginal extremes. Environmetrics, 27, 439–450.
Paper not yet in RePEc: Add citation now
- Reistad, M., Breivik, O., Haakenstad, H., Aarnes, O. J., Furevik, B. R., & Bidlot, J.â€R. (2011). A highâ€resolution hindcast of wind and waves for the North Sea, the Norwegian Sea, and the Barents Sea. Journal of Geophysical Research: Oceans, 116, 1–18.
Paper not yet in RePEc: Add citation now
Richardson, S., & Green, P. J. (1997). On Bayesian analysis of mixtures with an unknown number of components (with discussion). Journal of the Royal Statistical Society: Series B (statistical methodology), 59(4), 731–792.
- Robinson, M. E., & Tawn, J. A. (1997). Statistics for extreme sea currents. Journal of the Royal Statistical Society: Series C (Applied Statistics), 46, 183–205.
Paper not yet in RePEc: Add citation now
- Ross, E., Randell, D., Ewans, K., Feld, G., & Jonathan, P. (2017). Efficient estimation of return value distributions from nonâ€stationary marginal extreme value models using Bayesian inference. Ocean Engineering, 142, 315–328.
Paper not yet in RePEc: Add citation now
- Ross, E., Sam, S., Randell, D., Feld, G., & Jonathan, P. (2018). Estimating surge in extreme North Sea storms. Ocean Engineering, 154, 430–444.
Paper not yet in RePEc: Add citation now
- Scarrott, C., & MacDonald, A. (2012). A review of extreme value threshold estimation and uncertainty quantification. Revstat, 10, 33–60.
Paper not yet in RePEc: Add citation now
- Scotto, M., & Guedesâ€Soares, C. (2000). Modelling the longâ€term time series of significant wave height with nonâ€linear threshold models. Coastal Engineering, 40, 313–327.
Paper not yet in RePEc: Add citation now
- Stephenson, A. (2016). Bayesian inference for extreme value modelling. In D. Dey & J. Yan (Eds.), Extreme value modeling and risk analysis: Methods and applications (pp. 257–280). Boca Raton, FL: Chapman & Hall/CRC.
Paper not yet in RePEc: Add citation now
Wallstrom, G., Liebner, J., & Kass, R. E. (2008). An implementation of Bayesian adaptive regression splines (BARS) in C with S and R wrappers. Journal of Statistical Software, 26, 1–21.
Wood, S. N. (2003). Thin plate regression splines. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 65, 95–114.
Wood, S. N. (2004). Stable and efficient multiple smoothing parameter estimation for generalized additive models. Journal of the American Statistical Association, 99(467), 673–686.
Wood, S. N. (2011). Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 73(1), 3–36.
Wood, S. N., Pya, N., & Safken, B. (2016). Smoothing parameter and model selection for general smooth models. Journal of the American Statistical Association, 111, 1548–1563.
Xifara, T., Sherlock, C., Livingstone, S., Byrne, S., & Girolami, M. (2014). Langevin diffusions and the Metropolisâ€adjusted Langevin algorithm. Statistics & Probability Letters, 91(2002), 14–19.
- Yee, T. W., & Stephenson, A. (2007). Vector generalized linear and additive extreme value models. Extremes, 10, 1–19.
Paper not yet in RePEc: Add citation now
- Yee, T. W., & Wild, C. J. (1996). Vector generalized additive models. Journal of the Royal Statistical Society: Series B (Methodological), 58, 481–493.
Paper not yet in RePEc: Add citation now
- Zanini, E., Eastoe, E., Jones, M., Randell, D., Jonathan, P., 2020. Multidimensional covariate representations for nonâ€stationary extremes.
Paper not yet in RePEc: Add citation now