A User’s Guide to Network Analysis in R

Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way a...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Luke, Douglas (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
Έκδοση:1st ed. 2015.
Σειρά:Use R!,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03020nam a22005295i 4500
001 978-3-319-23883-8
003 DE-He213
005 20151214154005.0
007 cr nn 008mamaa
008 151214s2015 gw | s |||| 0|eng d
020 |a 9783319238838  |9 978-3-319-23883-8 
024 7 |a 10.1007/978-3-319-23883-8  |2 doi 
040 |d GrThAP 
050 4 |a TA342-343 
072 7 |a PBWH  |2 bicssc 
072 7 |a TBJ  |2 bicssc 
072 7 |a MAT003000  |2 bisacsh 
072 7 |a TEC009060  |2 bisacsh 
082 0 4 |a 003.3  |2 23 
100 1 |a Luke, Douglas.  |e author. 
245 1 2 |a A User’s Guide to Network Analysis in R  |h [electronic resource] /  |c by Douglas Luke. 
250 |a 1st ed. 2015. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2015. 
300 |a XII, 238 p. 92 illus., 81 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Use R!,  |x 2197-5736 
505 0 |a Introducing Network Analysis in R -- The Network Analysis "5 Number Summary" -- Network Data Management in R -- Basic Network Plotting and Layout -- Effective Network Graphic Design -- Advanced Network Graphics -- Actor Prominence -- Subgroups -- Affiliation Networks -- Random Network Models -- Statistical Network Models -- Dynamic Network Models -- Simulations. 
520 |a Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way and readers are guided through the basic steps of network studies: network conceptualization, data collection and management, network description, visualization, and building and testing statistical models of networks. As with all of the books in the Use R! series, each chapter contains extensive R code and detailed visualizations of datasets. Appendices will describe the R network packages and the datasets used in the book. An R package developed specifically for the book, available to readers on GitHub, contains relevant code and real-world network datasets as well. 
650 0 |a Mathematics. 
650 0 |a Computer science  |x Mathematics. 
650 0 |a Computer mathematics. 
650 0 |a Mathematical models. 
650 0 |a Statistics. 
650 1 4 |a Mathematics. 
650 2 4 |a Mathematical Modeling and Industrial Mathematics. 
650 2 4 |a Mathematical Applications in Computer Science. 
650 2 4 |a Statistics and Computing/Statistics Programs. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319238821 
830 0 |a Use R!,  |x 2197-5736 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-23883-8  |z Full Text via HEAL-Link 
912 |a ZDB-2-SMA 
950 |a Mathematics and Statistics (Springer-11649)