Handbook of approximate Bayesian computation /
Handbook of approximate Bayesian computation /
edited by Scott A. Sisson, Yanan Fan, Mark Beaumont.
- 1st
- 1 online resource : illustrations (black and white).
- Chapman & Hall/CRC Handbooks of Modern Statistical Methods .
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;
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
9781351643467 (ePub ebook) : £47.98 £69.99 9781439881514 (PDF ebook) : £47.98 9781351633963 (Mobipocket ebook) : £47.98 9781315117195 (ebook) : £47.98
10.1201/9781315117195 doi
Bayesian statistical decision theory.
519.542
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;
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
9781351643467 (ePub ebook) : £47.98 £69.99 9781439881514 (PDF ebook) : £47.98 9781351633963 (Mobipocket ebook) : £47.98 9781315117195 (ebook) : £47.98
10.1201/9781315117195 doi
Bayesian statistical decision theory.
519.542