Statistical Diagnostics for Cancer: Analyzing High-Dimensional Data

    This ready reference discusses different methods for statistically analyzing and validating data created with high-throughput methods. As opposed to other titles, this book focusses on systems approaches, meaning that no single gene or protein forms the basis of the analysis but rather a more or less complex biological network. From a methodological point of view, the well balanced contributions describe a variety of modern supervised and unsupervised statistical methods applied to various large-scale datasets from genomics and genetics experiments. Furthermore, since the availability of sufficient computer power in recent years has shifted attention from parametric to nonparametric methods, the methods presented here make use of such computer-intensive approaches as Bootstrap, Markov Chain Monte Carlo or general resampling methods. Finally, due to the large amount of information available in public databases, a chapter on Bayesian methods is included, which also provides a systematic means to integrate this information. A welcome guide for mathematicians and the medical and basic research communities.

    View more

    Number of Pages: 312
    Format(s): Hardback - ISBN: 9783527332625
    Publication Date:
    Listed in: Medical diagnosis, Oncology, Applied mathematics
    Publisher: Wiley-VCH Verlag GmbH

    Hardback

    RRP: £90.00

    Sale Price: £56.46

    Save: £33.54 per copy!

    Side-Banner-Right-188px-fd.jpg
    Books TV & Movies

    You might also like...

    Latest from the blog

    Fantastic new recipe book from Sabrina Ghayour 'Sirocco'

    Sabrina Ghayour's long awaited second recipe book Sirocco is out this month and is a great follow up to Persianna. Read article

    Ten Great Bedtime Reads from The Great British Bookshop and Aspace

    We have teamed up with Aspace (www.aspace.co.uk) who create beautiful room for Children to bring you 10 great bedtime reads for your little ones. Read article

    Latest from Twitter

    • @TheGBBookshop - 3 years ago

      Lottery funding for dementia reading project £2m pledged for Reading Agency scheme to pair readers with dementia sufferers

      @TheGBBookshop - 3 years ago

      Harry Potter and the Cursed Child has held on to the number one spot for a sixth week #HarryPotter #CursedChild @littlebrown @pottermore

    • @TheGBBookshop - 3 years ago

      @thebookseller @MartinaCole @Jeffrey_Archer @Foyles

      @TheGBBookshop - 3 years ago

      Frith wins inaugural Klaus Flugge Prize for illustration t.co/U9P08h4XMG

    • @TheGBBookshop - 3 years ago

      RT @Gue_de_Bost: #Dordogneholidaycottage available Sept tweet to book for more info

      @TheGBBookshop - 3 years ago

      The editor is just back from france @HomeAwayUK! t.co/IWutTER1x7