CMStatistics

Network on Computational and Methodological Statistics

CMStatistics
Affiliates area
Bayesian Statistics

Bayesian data analysis continues to be increasingly important for a wide range of fields in the physical, social, and medical sciences. The Bayesian Statistics (BS) team is concerned with all methodologies of Bayesian data analysis. The methodologies broadly encompass parametric (finite-dimensional) Bayesian models, nonparametric (infinite-dimensional) Bayesian models, approaches to empirically test and compare the adequacy of such models, as well as studies of asymptotic and other theoretical aspects of Bayesian models.

The methodologies also encompass all computational methods for estimating the posterior distributions of Bayesian models, including Markov chain Monte Carlo methods, sequential Monte Carlo methods, and methods for estimating Bayesian models from large-scale data sets. Also, we encourage the development of new user-friendly statistical software packages, for a wide range of Bayesian models.

Co-Chairs
Michele Guindani, University of California, Irvine, USA.
Igor Pruenster, Bocconi University, Italy.
Mattias Villani, Stockholm University, Sweden.
Members
  1. Maha Alsefri, University of Liverpool, United Kingdom.
  2. Isadora Antoniano-Villalobos, Ca Foscari University of Venice, Italy.
  3. Julyan Arbel, Inria, France.
  4. David Ardia, HEC Montréal, Canada.
  5. Raffaele Argiento, Università degli Studi di Bergamo, Italy.
  6. Vikas Barnwal, Banaras Hindu University, India.
  7. Andres Barrientos, Florida State University, United States.
  8. Elisabeth Bergherr, Georg-August-Univerität Göttingen, Germany.
  9. Alexandros Beskos, University College London, United Kingdom.
  10. Federico Camerlenghi, University of Milano-Bicocca, Italy.
  11. Antonio Canale, University of Padua, Italy.
  12. Rezzy Eko Caraka, Chaoyang University of Technology, Taiwan.
  13. Mauricio Castro, Pontificia Universidad Catolica de Chile, Chile.
  14. Sounak Chakraborty, University of Missouri, Columbia, United States.
  15. Thierry Chekouo, University of Minnesota, United States.
  16. Daniela Cialfi, University of Chieti-Pescara, Italy.
  17. Irene Cordoba-Sanchez, Universidad Politécnica de Madrid, Spain.
  18. Vinny Davies, University of Glasgow, United Kingdom.
  19. Philip Dawid, University of Cambridge, United Kingdom.
  20. Maria De Iorio, UCL, United Kingdom.
  21. Oya Ekici, Istanbul University, Turkey.
  22. Ghislaine Gayraud, University of Technology of Compiegne, France.
  23. Uchechukwu George, Michael Okpara University of Agriculture, Nigeria.
  24. Richard Gerlach, University of Sydney, Australia.
  25. Sehresh Ghaffar, Birkbeck University of London, United Kingdom.
  26. Alessandra Guglielmi, Politecnico di Milano, Italy.
  27. Mayetri Gupta, University of Glasgow, United Kingdom.
  28. Urban Nchimunya Haankuku, University of Zambia, Zambia.
  29. Muhammad Mahmudul Hasan, Durham University, United Kingdom.
  30. Hsin-Hsiung Huang, University of Central Florida, United States.
  31. Hirokuni Iiboshi, Nihon University, Japan.
  32. Marek Jarocinski, European Central Bank, Germany.
  33. Takoua Jendoubi, Imperial College London, United Kingdom.
  34. Kengo Kamatani, ISM, Japan.
  35. Hajin Kang, Chung-ang University, Korea, South.
  36. George Karabatsos, University of Illinois-Chicago, United States.
  37. Mohamad Khaled, University of Queensland, Australia.
  38. Chanmin Kim, SungKyunKwan University, Korea, South.
  39. Ruth King, University of Edinburgh, United Kingdom.
  40. Nadja Klein, Karlsruhe Institute of Technology, Germany.
  41. Robert Kohn, University of New South Wales, Australia.
  42. Fumiyasu Komaki, The University of Tokyo, Japan.
  43. Dmitry Kulikov, Eesti Pank, Estonia.
  44. Jaeyong Lee, Seoul National University, Korea, South.
  45. Cheng Li, National University of Singapore, Singapore.
  46. Haoxiang Li, University of Minnesota, Twin Cities, United States.
  47. Feng Liang, University of Illinois at Urbana-Champaign, United States.
  48. Weijian Liu, EMD Serono, United States.
  49. Monia Lupparelli, University of Florence, Italy.
  50. Li Ma, University of Chicago, United States.
  51. Seitebaleng Makgai, University of Pretoria, South Africa.
  52. Jacinto Martin Jimenez, Universidad de Extremadura, Spain.
  53. Hossein Masoumi Karakani, University of Pretoria, South Africa.
  54. Michelle Miranda, University of Victoria, Canada.
  55. Reza Mohammadi, University of Amsterdam, Netherlands.
  56. Tomotaka Momozaki, Tokyo University of Science, Japan.
  57. Loc Nguyen, Loc Nguyen's Academic Network, Vietnam.
  58. Luis E Nieto-Barajas, ITAM, Mexico.
  59. Bernardo Nipoti, University of Milan Bicocca, Italy.
  60. Kehinde Olobatuyi, University of Victoria, Canada.
  61. Garritt Page, Brigham Young University, United States.
  62. Alexandra Posekany, University of Technology Vienna, Austria.
  63. Igor Pruenster, Bocconi University, Italy.
  64. Mohammad Arshad Rahman, Indian Institute of Technology Kanpur, India.
  65. Dewi Juliah Ratnaningsih, Universitas Terbuka, Indonesia.
  66. EunHee Rhee, Graduate schools of Chung-Ang university, Korea, South.
  67. Muhammad Umer Roshan, BZ University Multan Pakistan, Pakistan.
  68. Gary Rosner, Johns Hopkins University, United States.
  69. Luca Rossini, University of Milan, Italy.
  70. Juan Sapena, Catholic University of Valencia, Spain.
  71. Catia Scricciolo, University of Verona, Italy.
  72. Sphiwe Skhosana, University of Pretoria, South Africa.
  73. Michael Smith, University of Melbourne, Australia.
  74. Georgy Sofronov, Macquarie University, Australia.
  75. Karthik Sriram, Indian Institute of Management India, India.
  76. Mark Steel, University of Warwick, United Kingdom.
  77. Massimiliano Tamborrino, University of Warwick, United Kingdom.
  78. Siew Li Linda Tan, National University of Singapore, Singapore.
  79. Bingjing Tang, Stanford Univeristy, United States.
  80. Claudia Tarantola, University of Pavia, Italy.
  81. Luca Tardella, Sapienza University of Rome, Italy.
  82. Frank van der Meulen, Delft University of Technology, Netherlands.
  83. Herman van Dijk, Erasmus University Rotterdam, Netherlands.
  84. David van Dyk, Imperial College London, United Kingdom.
  85. Sara Wade, University of Cambridge, United Kingdom.
  86. Stephen Walker, University of Texas at Austin, United States.
  87. Fangyi Wang, The Ohio State University, United States.
  88. Farhad Waseel, Heriot-Watt University Malaysia, Malaysia.
  89. Bertil Wegmann, Linkoping University, Sweden.
  90. Sinead Williamson, Apple, United States.
  91. Zhenke Wu, University of Michigan, United States.
  92. Junyi Zhang, The Hong Kong Polytechnic University, Hong Kong.
  93. Zhaoxi Zhang, University of Edinburgh, United Kingdom.
  94. Mingyuan Zhou, University of Texas at Austin, United States.
  95. Zihan Zhu, Case Western Reserve University, United States.
  96. Dan Zhu, Monash University, Australia.