By Eric D. Kolaczyk
Networks have permeated way of life via daily realities just like the net, social networks, and viral advertising. As such, community research is a vital progress zone within the quantitative sciences, with roots in social community research going again to the Nineteen Thirties and graph idea going again centuries. size and research are fundamental parts of community examine. for this reason, statistical tools play a serious position in community research. This ebook is the 1st of its style in community examine. it may be used as a stand-alone source during which a number of R programs are used to demonstrate the right way to behavior a variety of community analyses, from easy manipulation and visualization, to precis and characterization, to modeling of community information. The critical package deal is igraph, which gives huge services for learning community graphs in R. this article builds on Eric D. Kolaczyk’s ebook Statistical research of community information (Springer, 2009).
Read or Download Statistical Analysis of Network Data with R (Use R!) PDF
Similar Bioinformatics books
Computer studying and scientific Imaging provides state-of- the-art computer studying equipment in clinical snapshot research. It first summarizes state-of-the-art computer studying algorithms in clinical imaging, together with not just classical probabilistic modeling and studying tools, but in addition contemporary breakthroughs in deep studying, sparse representation/coding, and massive facts hashing.
This quantity covers sensible very important subject matters within the research of protein sequences and buildings. It contains evaluating amino acid sequences to constructions evaluating buildings to one another, looking info on complete protein households in addition to looking with unmarried sequences, easy methods to use the web and the way to establish and use the SRS molecular biology database administration method.
Absolutely revised and up-to-date, the fourth variation of creation to Bioinformatics exhibits how bioinformatics can be utilized as a strong set of instruments for retrieving and examining this organic information, and the way bioinformatics could be utilized to quite a lot of disciplines reminiscent of molecular biology, medication, biotechnology, forensic technological know-how, and anthropology.
Have been you usually concerned about biology yet have been afraid to take a seat via lengthy hours of dense analyzing? Did you love the topic if you have been in highschool yet had different plans when you graduated? you can now discover the human genome and examine DNA with out ever leaving your laptop! Bioinformatics For Dummies is filled with necessary info that introduces you to this intriguing new self-discipline.
Extra resources for Statistical Analysis of Network Data with R (Use R!)