Some recent papers

  1. Paul Parker and Bruno Sansó (2023) A Heterogeneous Spatial Model for Soil Carbon Mapping of the Contiguous United States Using VNIR Spectra
  2. Peter Trubey and Bruno Sansó (2023) Anomaly Detection in Extremes
  3. Xiaotian Zheng, Athanasios Kottas and Bruno Sansó (2023) Mixture Modeling for Temporal Point Processes with Memory
  4. JacobFontana and Bruno Sansó (2023) Scalable Model Selection with Mixtures of g-Priors in Large Data Settings
  5. Isabelle Grenier, Bruno Sansó and Jessica Matthews (2023) Multivariate Nearest-Neighbors Gaussian Processes with Random Covariance Matrices
  6. Peter Trubey and Bruno Sansó (2022) Bayesian non-parametric inference for multivariate peaks over threshold models
  7. Xiaotian Zheng, Athanasios Kottas and Bruno Sansó (2021) Bayesian Geostatistical Modeling for Discrete-Valued Processes
  8. Raquel Barata, Raquel Prado and Bruno Sansó (2021) exdqlm: An R Package for Estimation and Analysis of Flexible Dynamic Quantile Linear Models
  9. Xiaotian Zheng, Athanasios Kottas and Bruno Sansó (2021) Nearest-Neighbor Geostatistical Models for Non-Gaussian Data
  10. Grant Hutchings, Bruno Sansó James Gattiker, Devin Francom, Donatella Pasqualini (2021) Comparing Emulation Methods for a High-resolution Storm Surge Model
  11. Raquel Barata, Raquel Prado and Bruno Sansó (2020) Fast inference for time-varying quantiles via flexible dynamic models with application to the characterization of atmospheric rivers
  12. Xiaotian Zheng, Athanasios Kottas and Bruno Sansó (2020) On Construction and Estimation of Stationary Mixture Transition Distribution Models
  13. Devin Francom, Bruno Sansó and Ana Kupresanin (2019) Landmark-based Emulation for Models with Misaligned Functional Response
  14. Isabelle Grenier and Bruno Sansó (2019) Distributed Implementation of Nearest-Neighbor Gaussian Processes
  15. Daniel Kirsner and Bruno Sansó (2019) Multi-Scale Shotgun Stochastic Search for Large Spatial Datasets
  16. Raquel Barata, Raquel Prado and Bruno Sansó (2019) Comparison and assessment of large-scale surface temperature in climate model simulations
  17. Mickey Warner and Bruno Sansó (2018) Comparison and Assessment of the Extremes of Different Types of Climate Model Simulations
  18. Sai Xiao, Athanasios Kottas and Bruno Sansó (2018) Nonparametric Bayesian Modeling And Inference For Renewal Processes
  19. Rajarshi Guhayogui and Bruno Sansó (2017) Large Multi-Scale Spatial Modeling Using Tree Shrinkage Priors
  20. Fernando Ferraz do Nascimento and Bruno Sansó (2017) A Bayesian Spatial Model For Exceedances Over A Threshold
  21. Devin Francom, Bruno Sansó, Vera Bulaevskaya and Donald Lucas (2017) Inferring Atmospheric Release Characteristics In A Large Computer Experiment Using Bayesian Adaptive Splines
  22. Roberpt Richardson, Athanasios Kottas and Bruno Sansó (2017) Spatio-Temporal Modelling Using Integro-Difference Equations With Bivariate Stable Kernels
  23. Devin Francom, Bruno Sansó, Ana Kupresanin and Gardar Johanesson (2016) Sensitivity Analysis and Emulation for Functional Data using Bayesian Adaptive Splines
  24. Roberpt Richardson, Athanasios Kottas and Bruno Sansó (2016) Bayesian Nonparametric Modeling For Integro-Difference Equations
  25. Fernando Ferraz do Nascimento and Bruno Sansó (2015) A Bayesian Hierarchical Generalized Pareto Spatial Model for Exceedances Over a Threshold
  26. Roberpt Richardson, Athanasios Kottas and Bruno Sansó (2014) Flexible Integro-Difference Equation Modeling for Spatio-Temporal Data
  27. Esther Salazar, Dorit Hammerling, Xia Wang, Bruno Sansó, Andrew O. Finley, and Linda Mearns (2013) Observation-based Blended Projections from Ensembles of Regional Climate Models
  28. Sai Xiao, Athanasios Kottas and Bruno Sansó (2013) Modeling for Seasonal Marked Point Processes: An Analysis of Evolving Hurricane Occurrences
  29. A. Christen, , Bruno Sansó M. Santana and J. Velasco (2012) Deconvolution of Oil Well Test Data Using Gaussian Processes
  30. Tracy Holsclaw, , Bruno Sansó Herbie Lee, David Higdon, Katrin Heitmann, Ujjaini Alam and Salman Habib (2011) Gaussian Process Modeling of Derivative Curves
  31. Esther Salazar, Bruno Sansó, Andrew O. Finley, Dorit Hammerling, Ingelin Steinsland, Xia Wang and Paul Delamater (2011) Comparing and Blending Regional Climate Model Predictions for the American Southwest
  32. Francisco Beltrán, Bruno Sansó, Ricardo Lemos and Roy Mendelssohn (2011) Joint Projections of North Pacific Sea Surface Temperature from Different Global Climate
  33. Ricardo Lemos, Bruno Sansó and Henrique Cabral (2011) Environmental forcing on northeast Atlantic bluefin tuna abundance
  34. Tracy Holsclaw, Ujjaini Alam, Bruno Sansó Herbie Lee, Katrin Heitmann, Salman Habib and David Higdon (2011) Nonparametric Reconstruction of the Dark Energy Equation of State from Diverse Data Sets
  35. Ricardo Lemos, Bruno Sansó Conditionally Linear Models for Non-Homogeneous Spatial Random Fields
  36. Luigi Passarelli, Bruno Sansó, Laura Sandri, Warner Marzocchi (2010) A New Bayesian Time-Predictable Modeling of Eruption Occurrences and Forecasting: Application to Mt Etna volcano and Kilauea volcano
  37. Waley Liang, Jacob Colvin, Bruno Sansó, Herbert Lee (2010) Modeling and Anomaly Detection for Event Occurrences Following an Inhomogeneous Spatio-Temporal Poisson Process
  38. Aline A. Nobre, Bruno Sansó and Alexandra M. Schmidt (2010) Spatially Varying Autoregressive Processes
  39. Tracy Holsclaw, Ujjaini Alam, Bruno Sansó Herbie Lee, Katrin Heitmann, Salman Habib and David Higdon (2010) New Constraints on the Time-variation of the Dark Energy Equation of State from Current Supernova Data
  40. Tracy Holsclaw, Ujjaini Alam, Bruno Sansó Herbie Lee, Katrin Heitmann, Salman Habib and David Higdon (2009) Nonparametric Reconstruction of the Dark Energy Equation of State Tech. Report UCSC-SOE-09-29.
  41. Ricardo Lemos and Bruno Sansó (2008) Bayesian modeling of wind and sea surface temperature from the Portuguese coast Tech. Report UCSC-SOE-08-25.
  42. Bruno Sansó and Chris Forest (2008) Statistical Calibration of Climate System Properties - II. Tech Report UCSC-SOE-08-22.
  43. Andrés Christen and Bruno Sansó (2008) Advances in the Design of Gaussian Processes as Surrogate Models for Computer Experiments Tech. Report asm2008-5.
  44. Matthew Taddy, Herbert K. H. Lee and Bruno Sansó (2008) Fast Bayesian Inference for Computer Simulation Inverse Problems Tech. Report asm2008-3.
  45. Ricardo Lemos and Bruno Sansó (2008) A Spatio-Temporal Model for Mean, Anomaly and Trend Fields of North Atlantic Sea Surface Temperature Tech. Report asm2008-01.
  46. Bruno Sansó, Chris Forest and Daniel Zantedeschi (2007) Inferring Climate System Properties Using a Computer Model Tech. Report asm2007-20.
  47. Giselle Álvarez and Bruno Sansó (2007) Multivariate Estimation of the Properties of an Oil Reservoir Tech. Report asm2007-18.
  48. Claudia Tebaldi and Bruno Sansó (2007) Joint Projections of Temperature and Precipitation Change from Multiple Climate Models: A Hierarchical Bayes Approach Tech. Report asm2007-012.
  49. Bruno Sansó, Chris Forest and Daniel Zantedeschi (2007) Statistical Calibration of Climate System Properties Tech. Report asm2007-06.
  50. Giselle Álvarez and Bruno Sansó (2007) Bayesian Wavelet Regression for Spatial Estimation Tech. Report asm2007-02.
  51. Weining Zhou and Bruno Sansó (2006) Statistical Inference for Atmospheric Transport Models Using Process Convolutions Tech Report ams2006-15.
  52. Ricardo Lemos Bruno Sansó and Marc Los Huertos (2006) Spatially Varying Temperature Trends in a Central California Estuary Tech Report ams2006-10.
  53. Aracelis Hernández, Lelys Guenni and Bruno Sansó (2006) Extreme limit distribution of truncated models for daily rainfall Tech Report ams2006-05.
  54. Kate Siegfried and Bruno Sansó (2006) Two Bayesian Methods for Estimating Parameters of the von Bertalanffy Growth Equation Tech Report ams2006-02.
  55. Athanasios Kottas and Bruno Sansó (2005) ``A Bayesian Nonparametric Approach to Inference for Spatial Poisson Processes'' Tech Report ams2005-19.
  56. Mark A. Snyder, Bruno Sansó and Lisa C. Sloan (2005) Validation of Climate Model Output using Bayesian Statistical Methods Tech Report ams2005-13.
  57. Charles Curry, Bruno Sansó, and Chris Forest (2005) Inference for Climate System Properties. Tech Report ams2005-13.
  58. Ricardo Lemos and Bruno Sansó (2005) Spatio-temporal variability of ocean temperature in the Portugal Current System. Tech Report ams2005-10.
  59. Kumar Viswanath, Katia Obraczka, Athanasios Kottas and Bruno Sansó (2005) A Statistical Equivalent Model for Random Waypoint Mobility: A Case Study. Tech Report ams2005-09. .
  60. Gabriel Huerta and Bruno Sansó (2005) Time-Varying Models for Extreme Values. Tech. Report ams2005-04.
  61. Bruno Sansó and Alexandra Schmidt (2004) Spatio-temporal Models Based on Discrete Convolutions. Tec. Report ams2004-07.
  62. Raquel Prado and Bruno Sansó (2004) The 2004 Venezuela Presidential recall: Discrepancies Between Exit Polls and Official Results. Tec. Report ams2004-06.