{"product_id":"likelihood-free-methods-for-cognitive-science-von-james-j-palestro-per-b-sederberg-adam-f-osth-trisha-van-zandt-brandon-m-turner","title":"Likelihood-Free Methods for Cognitive Science","description":"\n                                \n                \u003cp\u003eThis book explains the foundation of approximate Bayesian computation (ABC), an approach to Bayesian inference that does not require the specification of a likelihood function. As a result, ABC can be used to estimate posterior distributions of parameters for simulation-based models. Simulation-based models are now very popular in cognitive science, as are Bayesian methods for performing parameter inference. As such, the recent developments of likelihood-free techniques are an important advancement for the field.\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003eChapters discuss the philosophy of Bayesian inference as well as provide several algorithms for performing ABC. Chapters also apply some of the algorithms in a tutorial fashion, with one specific application to the Minerva 2 model. In addition, the book discusses several applications of ABC methodology to recent problems in cognitive science.\u003c\/p\u003e\n                                  \n                \n                \u003cp\u003e\n                                        \n                    \u003ci\u003eLikelihood-Free Methods for Cognitive Science \u003c\/i\u003e\n                                        will be of interest to researchers and graduate students working in experimental, applied, and cognitive science. \n                \n                \u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319891811\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783319891811","offer_id":39422771069021,"sku":"9783319891811","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/3aea2304-d31b-4433-b951-090f9cbb0f81.jpg?v=1775625396","url":"https:\/\/shop.autorenwelt.de\/products\/likelihood-free-methods-for-cognitive-science-von-james-j-palestro-per-b-sederberg-adam-f-osth-trisha-van-zandt-brandon-m-turner","provider":"Autorenwelt Shop","version":"1.0","type":"link"}