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1

Changepoint Detection in the Presence of Outliers

Fearnhead, Paul, Rigaill, Guillem

Journal:

Journal of the American Statistical Association

Year:

2017

Language:

english

File:

PDF, 1.24 MB

english, 2017

2

Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation

Paul Fearnhead, Dennis Prangle

Journal:

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

Year:

2012

Language:

english

File:

PDF, 2.96 MB

english, 2012

3

On Estimating the Ability of NBA Players

Fearnhead, Paul, Taylor, Benjamin Matthew

Journal:

Journal of Quantitative Analysis in Sports

Year:

2011

Language:

english

File:

PDF, 335 KB

english, 2011

4

The Random Walk Metropolis: Linking Theory and Practice Through a Case Study

Chris Sherlock, Paul Fearnhead and Gareth O. Roberts

Journal:

Statistical Science

Year:

2010

Language:

english

File:

PDF, 2.57 MB

english, 2010

5

Most recent changepoint detection in panel data

Bardwell, Lawrence, Fearnhead, Paul, Eckley, Idris A., Smith, Simon, Spott, Martin

Journal:

Year:

2018

Language:

english

File:

PDF, 1.13 MB

english, 2018

6

Efficient Bayesian analysis of multiple changepoint models with

Paul Fearnhead, Zhen Liu

Journal:

Statistics and Computing

Year:

2011

Language:

english

File:

PDF, 763 KB

english, 2011

7

Approximate likelihood methods for estimating local recombination rates

Paul Fearnhead, Peter Donnelly

Journal:

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

Year:

2002

Language:

english

File:

PDF, 1.29 MB

english, 2002

8

Exact and computationally efficient likelihood-based estimation for discretely observed diffusion processes (with discussion)

Alexandros Beskos, Omiros Papaspiliopoulos, Gareth O. Roberts, Paul Fearnhead

Journal:

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

Year:

2006

Language:

english

File:

PDF, 782 KB

english, 2006

9

Markov Chain Monte Carlo for Exact Inference for Diffusions

SERMAIDIS, GIORGOS, PAPASPILIOPOULOS, OMIROS, ROBERTS, GARETH O., BESKOS, ALEXANDROS, FEARNHEAD, PAUL

Journal:

Scandinavian Journal of Statistics

Year:

2013

Language:

english

File:

PDF, 1.09 MB

english, 2013

10

[IEEE 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Cambridge, UK (2006.09.13-2006.09.15)] 2006 IEEE Nonlinear Statistical Signal Processing Workshop - Particle Filtering for Diffusions Avoiding Time-Discretisations

Fearnhead, Paul, Papaspiliopoulos, Omiros, Roberts, Gareth O.

Year:

2006

Language:

english

File:

PDF, 764 KB

english, 2006

11

Tracing the Source of Campylobacteriosis

Wilson, Daniel J., Gabriel, Edith, Leatherbarrow, Andrew J. H., Cheesbrough, John, Gee, Steven, Bolton, Eric, Fox, Andrew, Fearnhead, Paul, Hart, C. Anthony, Diggle, Peter J., Guttman, David S.

Journal:

Year:

2008

Language:

english

File:

PDF, 199 KB

english, 2008

12

Particle Approximations of the Score and Observed Information Matrix for Parameter Estimation in State Space Models With Linear Computational Cost

Nemeth, Christopher, Fearnhead, Paul, Mihaylova, Lyudmila

Journal:

Journal of Computational and Graphical Statistics

Year:

2015

Language:

english

File:

PDF, 2.97 MB

english, 2015

13

Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes

Alexandros Beskos, Omiros Papaspiliopoulos, Gareth O. Roberts and Paul Fearnhead

Journal:

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

Year:

2006

Language:

english

File:

PDF, 6.49 MB

english, 2006

14

Bayesian Sequential Experimental Design for Binary Response Data with Application to Electromyographic Experiments

Azadi, Nammam Ali, Fearnhead, Paul, Ridall, Gareth, Blok, Joleen H.

Journal:

Bayesian Analysis

Year:

2014

Language:

english

File:

PDF, 432 KB

english, 2014

15

An Adaptive Sequential Monte Carlo Sampler

Fearnhead, Paul, Taylor, Benjamin M.

Journal:

Bayesian Analysis

Year:

2013

Language:

english

File:

PDF, 289 KB

english, 2013

16

Comment on Article by Wyse et al.

Fearnhead, Paul

Journal:

Bayesian Analysis

Year:

2011

Language:

english

File:

PDF, 162 KB

english, 2011

17

A computationally efficient nonparametric approach for changepoint detection

Haynes, Kaylea, Fearnhead, Paul, Eckley, Idris A.

Journal:

Statistics and Computing

Year:

2017

Language:

english

File:

PDF, 783 KB

english, 2017

18

Bayesian Detection of Abnormal Segments in Multiple Time Series

Bardwell, Lawrence, Fearnhead, Paul

Journal:

Bayesian Analysis

Year:

2017

Language:

english

File:

PDF, 345 KB

english, 2017

19

Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo

Fearnhead, Paul, Bierkens, Joris, Pollock, Murray, Roberts, Gareth O.

Journal:

Statistical Science

Year:

2018

Language:

english

File:

PDF, 801 KB

english, 2018

20

Semi-automated simultaneous predictor selection for regression-SARIMA models

Lowther, Aaron P., Fearnhead, Paul, Nunes, Matthew A., Jensen, Kjeld

Journal:

Statistics and Computing

Year:

2020

File:

PDF, 1.42 MB

2020

21

Analysis of Recombination inCampylobacterjejunifrom MLST Population Data

Paul Fearnhead, Nick G.C. Smith, Mishele Barrigas, Andrew Fox, Nigel French

Journal:

Journal of Molecular Evolution

Year:

2005

Language:

english

File:

PDF, 235 KB

english, 2005

22

Direct simulation for discrete mixture distributions

Journal:

Statistics and Computing

Year:

2005

Language:

english

File:

PDF, 709 KB

english, 2005

23

Exact and efficient Bayesian inference for multiple changepoint problems

Journal:

Statistics and Computing

Year:

2006

Language:

english

File:

PDF, 351 KB

english, 2006

24

Computational methods for complex stochastic systems: a review of some alternatives to MCMC

Journal:

Statistics and Computing

Year:

2008

Language:

english

File:

PDF, 670 KB

english, 2008

25

Editorial: Special issue on adaptive Monte Carlo methods

Journal:

Statistics and Computing

Year:

2008

Language:

english

File:

PDF, 117 KB

english, 2008

26

On-line inference for hidden Markov models via particle filters

Paul Fearnhead, Peter Clifford

Journal:

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

Year:

2003

Language:

english

File:

PDF, 211 KB

english, 2003

27

Spatial epidemiology and natural population structure of Campylobacter jejuni colonizing a farmland ecosystem

Nigel French, Mishele Barrigas, Patrick Brown, Paulo Ribiero, Nicola Williams, Howard Leatherbarrow, Richard Birtles, Eric Bolton, Paul Fearnhead, Andrew Fox

Journal:

Environmental Microbiology

Year:

2005

Language:

english

File:

PDF, 359 KB

english, 2005

28

Exact filtering for partially observed continuous time models

Paul Fearnhead, Loukia Meligkotsidou

Journal:

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

Year:

2004

Language:

english

File:

PDF, 284 KB

english, 2004

29

An exact Gibbs sampler for the Markov-modulated Poisson process

Paul Fearnhead, Chris Sherlock

Journal:

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

Year:

2006

Language:

english

File:

PDF, 887 KB

english, 2006

30

On-line inference for multiple changepoint problems

Paul Fearnhead, Zhen Liu

Journal:

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

Year:

2007

Language:

english

File:

PDF, 684 KB

english, 2007

31

Random-weight particle filtering of continuous time processes

Paul Fearnhead, Omiros Papaspiliopoulos, Gareth O. Roberts, Andrew Stuart

Journal:

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

Year:

2010

Language:

english

File:

PDF, 3.47 MB

english, 2010

32

Particle filters for partially observed diffusions

Paul Fearnhead, Omiros Papaspiliopoulos, Gareth O. Roberts

Journal:

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

Year:

2008

Language:

english

File:

PDF, 905 KB

english, 2008

33

Book Review

Journal:

Journal of Time Series Analysis

Year:

2005

Language:

english

File:

PDF, 41 KB

english, 2005

34

Genome-wide association study of prostate cancer identifies a second risk locus at 8q24

Fearnhead, Paul, Yu, Kai, Chatterjee, Nilanjan, Yeager, Meredith, Orr, Nick, Hayes, Richard B, Jacobs, Kevin B, Kraft, Peter, Wacholder, Sholom, Minichiello, Mark J

Journal:

Nature Genetics

Year:

2007

Language:

english

File:

PDF, 388 KB

english, 2007

35

Particle filters for mixture models with an unknown number of components

Journal:

Statistics and Computing

Year:

2004

Language:

english

File:

PDF, 122 KB

english, 2004

36

Filtering recursions for calculating likelihoods for queues based on inter-departure time data

Journal:

Statistics and Computing

Year:

2004

Language:

english

File:

PDF, 90 KB

english, 2004

37

GSTM1 and GSTT1 polymorphisms as modifiers of age at diagnosis of hereditary nonpolyposis colorectal cancer (HNPCC) in a homogeneous cohort of individuals carrying a single predisposing mutation

Rebecca Felix, Walter Bodmer, Nicola S. Fearnhead, Lize van der Merwe, Paul Goldberg, Rajkumar S. Ramesar

Journal:

Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis

Year:

2006

Language:

english

File:

PDF, 355 KB

english, 2006

38

Perfect Simulation from Population Genetic Models with Selection

Journal:

Theoretical Population Biology

Year:

2001

Language:

english

File:

PDF, 311 KB

english, 2001

39

Ancestral processes for non-neutral models of complex diseases

Journal:

Theoretical Population Biology

Year:

2003

Language:

english

File:

PDF, 252 KB

english, 2003

40

Consistency of estimators of the population-scaled recombination rate

Journal:

Theoretical Population Biology

Year:

2003

Language:

english

File:

PDF, 222 KB

english, 2003

41

A Novel Method with Improved Power To Detect Recombination Hotspots from Polymorphism Data Reveals Multiple Hotspots in Human Genes

Paul Fearnhead, Nick G.C. Smith

Journal:

The American Journal of Human Genetics

Year:

2005

Language:

english

File:

PDF, 336 KB

english, 2005

42

Markov Chain Monte Carlo, Sufficient Statistics, and Particle Filters

Journal:

Journal of Computational and Graphical Statistics

Year:

2002

Language:

english

File:

PDF, 324 KB

english, 2002

43

The stationary distribution of allele frequencies when selection acts at unlinked loci

Journal:

Theoretical Population Biology

Year:

2006

Language:

english

File:

PDF, 351 KB

english, 2006

44

Estimating the Relative Roles of Recombination and Point Mutation in the Generation of Single Locus Variants inCampylobacter jejuniandCampylobacter coli

Shoukai Yu, Paul Fearnhead, Barbara R. Holland…

Journal:

Journal of Molecular Evolution

Year:

2012

Language:

english

File:

PDF, 226 KB

english, 2012

45

Markov chain Monte Carlo, Sufficient Statistics, and Particle Filters

Fearnhead, Paul

Journal:

Journal of Computational and Graphical Statistics

Year:

2002

Language:

english

File:

PDF, 243 KB

english, 2002

46

Sequential Monte Carlo Methods for State and Parameter Estimation in Abruptly Changing Environments

Nemeth, Christopher, Fearnhead, Paul, Mihaylova, Lyudmila

Journal:

IEEE Transactions on Signal Processing

Year:

2014

Language:

english

File:

PDF, 3.24 MB

english, 2014

47

Classification of non-stationary time series

Krzemieniewska, Karolina, Eckley, Idris A., Fearnhead, Paul

Journal:

Year:

2014

Language:

english

File:

PDF, 810 KB

english, 2014

48

Filtering Methods for Mixture Models

Paul Fearnhead and Loukia Meligkotsidou

Journal:

Journal of Computational and Graphical Statistics

Year:

2007

Language:

english

File:

PDF, 1.54 MB

english, 2007

49

Using Random Quasi-Monte-Carlo within Particle Filters, with Application to Financial Time Series

Journal:

Journal of Computational and Graphical Statistics

Year:

2005

Language:

english

File:

PDF, 1.40 MB

english, 2005

50

Approximate Likelihood Methods for Estimating Local Recombination Rates

Paul Fearnhead and Peter Donnelly

Journal:

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

Year:

2002

Language:

english

File:

PDF, 3.22 MB

english, 2002

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