Welcome to Central Library, SUST
Amazon cover image
Image from Amazon.com
Image from Google Jackets

Handbook of approximate Bayesian computation / edited by Scott A. Sisson, Yanan Fan, Mark Beaumont.

Contributor(s): Material type: TextTextSeries: Chapman & Hall/CRC Handbooks of Modern Statistical MethodsPublisher: Boca Raton : Chapman & Hall/CRC, 2018Edition: 1stDescription: 1 online resource : illustrations (black and white)Content type:
  • text
  • still image
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781351643467 (ePub ebook) :
  • 9781439881514 (PDF ebook) :
  • 9781351633963 (Mobipocket ebook) :
  • 9781315117195 (ebook) :
Subject(s): Additional physical formats: Print version :: No titleDDC classification:
  • 519.542 23
Online resources:
Contents:
Introduction Overview of ABC: S. A. Sisson, Y. Fan and M. A. Beaumont On the history of ABC: S.Tavare Regression approaches: M. G. B. Blum ABC Samplers: S. A. Sisson and Y. Fan Summary statistics: D. Prangle Likelihood-free Model Choice: J.-M. Marin, P. Pudlo, A. Estoup and C. Robert ABC and Indirect Inference: C. C. Drovandi High-Dimensional ABC: D. Nott, V. Ong, Y. Fan and S. A. Sisson Theoretical and Methodological Aspects of Markov Chain Monte Carlo Computations with Noisy Likelihoods: C. Andrieu, A.Lee and M. Viola Asymptotics of ABC: Paul Fearnhead Informed Choices: How to Calibrate ABC with Hypothesis Testing: O. Ratmann, A. Camacho, S. Hu and C. Coljin Approximating the Likelihood in ABC: C. C. Drovandi, C. Grazian, K. Mengersen and C. Robert Divide and Conquer in ABC: Expectation-Propagation algorithms for likelihood-free inference: S. Barthelme, N. Chopin and V. Cottet Sequential Monte Carlo-ABC Methods for Estimation of Stochastic Simulation Models of the Limit Order Book: G. W. Peters, E. Panayi and F. Septier Inferences on the Acquisition of Multidrug Resistance in Mycobacterium Tuberculosis Using Molecular Epidemiological Data: G. S. Rodrigues, S. A. Sisson, and M. M. Tanaka ABC in Systems Biology: J. Liepe and M. P. H. Stumpf Application of ABC to Infer about the Genetic History of Pygmy Hunter-Gatherers Populations from Western Central Africa: A. Estoup, P. Verdu, J.-M. Marin, C. Robert, A. Dehne-Garcia, J.-M. Cornuet and P. Pudlo ABC for Climate: Dealing with Expensive Simulators: P. B. Holden, N. R. Edwards, J. Hensman and R. D. Wilkinson ABC in Ecological Modelling: M. Fasiolo and S. N. Wood ABC in Nuclear Imaging: Y. Fan, S. R. Meikle, G. Angelis and A. Sitek
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
No physical items for this record

Academic

Introduction Overview of ABC: S. A. Sisson, Y. Fan and M. A. Beaumont On the history of ABC: S.Tavare Regression approaches: M. G. B. Blum ABC Samplers: S. A. Sisson and Y. Fan Summary statistics: D. Prangle Likelihood-free Model Choice: J.-M. Marin, P. Pudlo, A. Estoup and C. Robert ABC and Indirect Inference: C. C. Drovandi High-Dimensional ABC: D. Nott, V. Ong, Y. Fan and S. A. Sisson Theoretical and Methodological Aspects of Markov Chain Monte Carlo Computations with Noisy Likelihoods: C. Andrieu, A.Lee and M. Viola Asymptotics of ABC: Paul Fearnhead Informed Choices: How to Calibrate ABC with Hypothesis Testing: O. Ratmann, A. Camacho, S. Hu and C. Coljin Approximating the Likelihood in ABC: C. C. Drovandi, C. Grazian, K. Mengersen and C. Robert Divide and Conquer in ABC: Expectation-Propagation algorithms for likelihood-free inference: S. Barthelme, N. Chopin and V. Cottet Sequential Monte Carlo-ABC Methods for Estimation of Stochastic Simulation Models of the Limit Order Book: G. W. Peters, E. Panayi and F. Septier Inferences on the Acquisition of Multidrug Resistance in Mycobacterium Tuberculosis Using Molecular Epidemiological Data: G. S. Rodrigues, S. A. Sisson, and M. M. Tanaka ABC in Systems Biology: J. Liepe and M. P. H. Stumpf Application of ABC to Infer about the Genetic History of Pygmy Hunter-Gatherers Populations from Western Central Africa: A. Estoup, P. Verdu, J.-M. Marin, C. Robert, A. Dehne-Garcia, J.-M. Cornuet and P. Pudlo ABC for Climate: Dealing with Expensive Simulators: P. B. Holden, N. R. Edwards, J. Hensman and R. D. Wilkinson ABC in Ecological Modelling: M. Fasiolo and S. N. Wood ABC in Nuclear Imaging: Y. Fan, S. R. Meikle, G. Angelis and A. Sitek

Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK). UkOxU

Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. UkOxU

Description based on CIP data; resource not viewed.

There are no comments on this title.

to post a comment.