{"product_id":"analysis-of-single-cell-data-ode-constrained-mixture-modeling-and-approximate-bayesian-computation-von-carolin-loos","title":"Analysis of Single-Cell Data","description":"\n                                \n                \u003cp\u003eCarolin Loos introduces two novel approaches for the\nanalysis of single-cell data. Both approaches can be used to study cellular\nheterogeneity and therefore advance a holistic understanding of biological\nprocesses. The first method, ODE constrained mixture modeling, enables the\nidentification of subpopulation structures and sources of variability in single-cell\nsnapshot data. The second method estimates parameters of single-cell time-lapse\ndata using approximate Bayesian computation and is able to exploit the temporal\ncross-correlation of the data as well as lineage information. \u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783658132330\"\u003e\u003ch3\u003eODE Constrained Mixture Modeling and Approximate Bayesian Computation\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783658132330","offer_id":39448130715741,"sku":"9783658132330","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/fac7e448-d0d1-4799-b653-5bde18886899.jpg?v=1772172658","url":"https:\/\/shop.autorenwelt.de\/products\/analysis-of-single-cell-data-ode-constrained-mixture-modeling-and-approximate-bayesian-computation-von-carolin-loos","provider":"Autorenwelt Shop","version":"1.0","type":"link"}