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Statistical Population Genomics

Medium: Buch
ISBN: 978-1-0716-5562-7
Verlag: Humana
Erscheinungstermin: 27.11.2026
vorbestellbar, Erscheinungstermin ca. November 2026

This open access volume presents methods that reflect current trends in the study of genomes in populations. The book presents chapters on state-of-the-art statistical models applied to a variety of organisms and questions. It covers concepts and approaches such as the ancestral recombination graph (ARG), sequentially Markovian coalescent (SMC), and hybrid simulation tools. Written for the highly successful series, chapters include the kind of detailed implementation advice needed for successful results.

Authoritative and practical, aims to promote and ensure successful applications of population genomic methods to an increasing number of model systems and biological questions.


Produkteigenschaften


  • Artikelnummer: 9781071655627
  • Medium: Buch
  • ISBN: 978-1-0716-5562-7
  • Verlag: Humana
  • Erscheinungstermin: 27.11.2026
  • Sprache(n): Englisch
  • Auflage: 2. Auflage 2027
  • Serie: Methods in Molecular Biology
  • Produktform: Gebunden
  • Seiten: 912
  • Format (B x H): 178 x 254 mm
  • Ausgabetyp: Kein, Unbekannt
  • Vorauflage: 978-1-0716-0198-3
Autoren/Hrsg.

Herausgeber

A Population Genomics Lexicon: 2025 Edition.- Data Management and Summary Statistics with PLINK.- Processing and Analyzing Multiple Genome Alignments with MafFilter 1.4.- Exploring Population Structure with Admixture Models and Principal Components Analysis.- Demographic Inference Using the Site Frequency Spectrum (SFS) with Moments and Demes.- MSMC and MSMC2: The Multiple Sequentially Markovian Coalescent.- Inference of Biological Traits Using the Sequentially Markovian Coalescent.- Inferring the Species Tree and the Multispecies Ancestral Recombination Graph with iTRAILS.- Recombination Rate Estimation with Pyrho.- Inferring Genomic Landscapes with the Integrative Sequentially Markov Coalescent (iSMC).- Population Genomics by Reconstructing Whole-Genome Genealogies Using Relate.- Inference of the Distribution of Fitness Effects and Its Genomic Covariates from Site Frequency Spectrum Data Using fastDFE.- Deep Learning Scans for Selective Sweeps Using RAiSD-AI.- An Introduction to SLiM: Eco-Evolutionary Forward Genetic Simulation.- Coalescent Simulation with msprime.- Bridging Forward-in-Time and Coalescent Simulations Using Pyslim.- Population Genomic Processes in Brassicaceae in the Light of Mating System Variation.- Population Genomics on the Fly: Recent Advances in Drosophila.- Neurospora from Natural Populations: Population Genomics Insights into the Life History of a Model Microbial Eukaryote.- Avian Population Genomics: Latest Findings and Future Prospects.- Population and Evolutionary Genomics of Lizards and Snakes.- Population Genomics of Mice and Rats.- Population Genomics in Primates.