logo

Home

|

Products

|

9789356962026

Image of - Statistical Diagnostics for Cancer Analyzing High-Dimensional Data | Hardcover
Statistical Diagnostics for Cancer Analyzing High-Dimensional Data | Hardcover

Statistical Diagnostics for Cancer Analyzing High-Dimensional Data | Hardcover

by Dehmer M

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.

Highlights

  • binding-icon

    9783527332625

    ISBN:

  • binding-icon

    Dehmer M

    Author:

  • binding-icon

    312

    Pages:

  • binding-icon

    215 gm

    Weight:

  • langauage-icon

    English

    Language:

  • date-icon

    2013

    Year:

  • edition-icon

    1st Edition

    Edition:

  • binding-icon

    Hardcover

    Binding:

₹11385

₹14231

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.

Loading...

Online store of medical books

Discover a comprehensive range of medical books at our online store. From anatomy and physiology to the latest clinical guidelines, we've got you covered.

Trusted by students, educators, and healthcare professionals worldwide. Browse top publishers and expert-authored titles in every medical specialty. Enjoy fast shipping, secure payments, and easy returns. Your one-stop destination for quality medical knowledge at your fingertips.

Whether you're preparing for exams or expanding your clinical expertise, our curated collection ensures you have the right resources at hand. Dive into detailed illustrations, case studies, and up-to-date research that enhance your understanding and practical skills.

We regularly update our inventory to include the latest editions and newly released titles, helping you stay current in the ever-evolving medical field. Our advanced search and filtering tools make finding the perfect book quick and hassle-free.

Join our community of lifelong learners and medical enthusiasts. Sign up for exclusive discounts, early access to new arrivals, and personalized book recommendations tailored to your professional interests.