{"product_id":"statistics-in-human-genetics-and-molecular-biology","title":"Statistics in Human Genetics and Molecular Biology","description":"\u003cp\u003eFocusing on the roles of different segments of DNA, \u003cstrong\u003eStatistics in Human Genetics and Molecular Biology\u003c\/strong\u003e provides a basic understanding of problems arising in the analysis of genetics and genomics. It presents statistical applications in genetic mapping, DNA\/protein sequence alignment, and analyses of gene expression data from microarray experiments.\u003c\/p\u003e\u003cp\u003eThe text introduces a diverse set of problems and a number of approaches that have been used to address these problems. It discusses basic molecular biology and likelihood-based statistics, along with physical mapping, markers, linkage analysis, parametric and nonparametric linkage, sequence alignment, and feature recognition. The text illustrates the use of methods that are widespread among researchers who analyze genomic data, such as hidden Markov models and the extreme value distribution. It also covers differential gene expression detection as well as classification and cluster analysis using gene expression data sets.\u003c\/p\u003e\u003cp\u003eIdeal for graduate students in statistics, biostatistics, computer science, and related fields in applied mathematics, this text presents various approaches to help students solve problems at the interface of these areas.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":54263004463448,"sku":"9781420072631","price":107.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781420072631.jpg?v=1769094038","url":"https:\/\/agendabookshop.com\/products\/statistics-in-human-genetics-and-molecular-biology","provider":"Agenda Bookshop","version":"1.0","type":"link"}