Handbook of Approximate Bayesian Computation
Handbook of Approximate Bayesian Computation
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Author(s): Beaumont, Mark
Sisson, Scott A.
ISBN No.: 9781439881507
Pages: 662
Year: 201808
Format: Trade Cloth (Hard Cover)
Price: $ 126.58
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

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.


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