Related Research Articles
In statistics, Markov chain Monte Carlo (MCMC) is a class of algorithms used to draw samples from a probability distribution. Given a probability distribution, one can construct a Markov chain whose elements' distribution approximates it – that is, the Markov chain's equilibrium distribution matches the target distribution. The more steps that are included, the more closely the distribution of the sample matches the actual desired distribution.
Bayesian statistics is a theory in the field of statistics based on the Bayesian interpretation of probability, where probability expresses a degree of belief in an event. The degree of belief may be based on prior knowledge about the event, such as the results of previous experiments, or on personal beliefs about the event. This differs from a number of other interpretations of probability, such as the frequentist interpretation, which views probability as the limit of the relative frequency of an event after many trials. More concretely, analysis in Bayesian methods codifies prior knowledge in the form of a prior distribution.
A Master of Mathematics degree is a specific advanced integrated Master's degree for courses in the field of mathematics.
Sir David John Spiegelhalter is a British statistician and a Fellow of Churchill College, Cambridge. From 2007 to 2018 he was Winton Professor of the Public Understanding of Risk in the Statistical Laboratory at the University of Cambridge. Spiegelhalter is an ISI highly cited researcher.
WinBUGS is statistical software for Bayesian analysis using Markov chain Monte Carlo (MCMC) methods.
Jefferson Morris Gill is Distinguished Professor of Government, and of Mathematics & Statistics, the Director of the Center for Data Science, the previous Editor of Political Analysis, and a member of the Center for Behavioral Neuroscience at American University as of the Fall of 2017.
Sylvia Therese Richardson is a French/British Bayesian statistician and is currently Professor of Biostatistics and Director of the MRC Biostatistics Unit at the University of Cambridge. In 2021 she became the president of the Royal Statistical Society for the 2021–22 year.
Peter James Green, FRS is a British Bayesian statistician. He is emeritus Professor and Professorial Research Fellow at the University of Bristol, and a professor at the University of Technology, Sydney. He is distinguished for his contributions to computational statistics, in particular his contributions to spatial statistics and semi-parametric regression models and also his development of reversible-jump Markov chain Monte Carlo.
Computational statistics, or statistical computing, is the study which is the intersection of statistics and computer science, and refers to the statistical methods that are enabled by using computational methods. It is the area of computational science specific to the mathematical science of statistics. This area is fast developing. The view that the broader concept of computing must be taught as part of general statistical education is gaining momentum.
Gareth Owen Roberts FRS FLSW is a statistician and applied probabilist. He is Professor of Statistics in the Department of Statistics and Director of the Centre for Research in Statistical Methodology (CRiSM) at the University of Warwick. He is an established authority on the stability of Markov chains, especially applied to Markov chain Monte Carlo (MCMC) theory methodology for a wide range of latent statistical models with applications in spatial statistics, infectious disease epidemiology and finance.
Julian Ernst Besag FRS was a British statistician known chiefly for his work in spatial statistics, and Bayesian inference.
Ziheng Yang FRS is a Chinese biologist. He holds the R.A. Fisher Chair of Statistical Genetics at University College London, and is the Director of R.A. Fisher Centre for Computational Biology at UCL. He was elected a Fellow of the Royal Society in 2006.
George Casella was a Distinguished Professor in the Department of Statistics at the University of Florida. He died from multiple myeloma.
Radford M. Neal is a professor emeritus at the Department of Statistics and Department of Computer Science at the University of Toronto, where he holds a research chair in statistics and machine learning.
PyMC is a probabilistic programming language written in Python. It can be used for Bayesian statistical modeling and probabilistic machine learning.
Stephen Terrence Buckland is a British statistician and professor at the University of St Andrews. He is best known for his work on distance sampling, a widely used technique for estimating the size of animal populations. He has also made significant contributions in the following areas: bootstrap resampling methods; modelling the dynamics of wild animal populations and measuring biodiversity.
Ruth King FRSE FLSW is the current Thomas Bayes' Chair of Statistics in the School of Mathematics at the University of Edinburgh, having held the position since 2015. Prior to this she held positions at the University of Cambridge and the University of St Andrews.
Éric Moulines is a French researcher in statistical learning and signal processing. He received the silver medal from the CNRS in 2010, the France Télécom prize awarded in collaboration with the French Academy of Sciences in 2011. He was appointed a Fellow of the European Association for Signal Processing in 2012 and of the Institute of Mathematical Statistics in 2016. He is General Engineer of the Corps des Mines (X81).
Christian P. Robert is a French statistician, specializing in Bayesian statistics and Monte Carlo methods.
Antonietta Mira is an Italian computational statistician whose research involves the application of Markov chain Monte Carlo methods to Bayesian inference. She is a professor of statistics in the Faculty of Economics and Institute of Computational Science at the Università della Svizzera italiana in Lugano, Switzerland, and professor of statistics in the University of Insubria in Italy.
References
- ↑ Steve Brooks at the Mathematics Genealogy Project
- ↑ "Steve Brooks, Select Executive Director". Select Statistical Services Limited. Archived from the original on 17 January 2014. Retrieved 14 July 2014.
- ↑ "Cambridge University Reporter: Elections and Appointments, May 2000".
- ↑ "Fellows of King's College". Cambridge University Reporter. Cambridge University. 1 October 2001. Retrieved 20 December 2010.
- ↑ "Fellows of Wolfson College". Cambridge University Reporter. Cambridge University. 2 October 2008. Retrieved 30 April 2009.
- ↑ "NCSE Interim Review Report, 2007" (PDF). Archived from the original (PDF) on 6 February 2011.
- ↑ "National Centre for Statistical Ecology Home Page".
- ↑ "ExIStA Home Page".
- ↑ "Cambridge University Reporter: Annual Report on the Establishment of Personal Professorships and Readerships 2002".
- ↑ "Cambridge University Reporter: Senior Academic Promotions 2005".
- ↑ "ATASS Ltd Home Page".
- ↑ "RSS Guy Medal in Bronze – List of Recipients".
- ↑ "Philip Leverhulme Prizes 2004".[ permanent dead link ]
- ↑ "Handbook of Markov Chain Monte Carlo".
- ↑ "Bayesian Analysis for Population Ecology – CRC Website". Archived from the original on 28 September 2011.
