Handbook of approximate Bayesian computation. (2018)
- Record Type:
- Book
- Title:
- Handbook of approximate Bayesian computation. (2018)
- Main Title:
- Handbook of approximate Bayesian computation
- Further Information:
- Note: Edited by Scott A. Sisson, Yanan Fan, Mark Beaumont.
- Editors:
- Sisson, S. A (Scott A.)
Fan, Y (Yanan)
Beaumont, Mark - 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: DealingIntroduction 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 … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : Chapman & Hall/CRC
- Publication Date:
- 2018
- Extent:
- 1 online resource, illustrations (black and white)
- Subjects:
- 519.542
Bayesian statistical decision theory - Languages:
- English
- ISBNs:
- 9781351643467
9781439881514
9781351633963
9781315117195 - Related ISBNs:
- 9781439881507
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- 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).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.388535
- Ingest File:
- 02_380.xml