Handbook of Approximate Bayesian Computation Sisson Scott A
Handbook of Approximate Bayesian Computation Sisson Scott A As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. These simple,…
Specifikacia Handbook of Approximate Bayesian Computation Sisson Scott A
Handbook of Approximate Bayesian Computation Sisson Scott A
As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. These simple, but powerful statistical techniques, take Bayesian statistics beyond the need to specify overly simplified models, to the setting where the model is defined only as a process that generates data. For the very first time in a single volume, the Handbook of Approximate Bayesian Computation (ABC) presents an extensive overview of the theory, practice and application of ABC methods.
ABC methods finesse the problem of model complexity within the Bayesian framework by exploiting modern computational power, thereby permitting approximate Bayesian analyses of models that would otherwise be This process can be arbitrarily complex, to the point where standard Bayesian techniques based on working with tractable likelihood functions would not be viable.
Bayesian Computation with R
Mitten Handbook Huff Mary Scott