Description: Probabilistic Foundations of Statistical Network Analysis by Harry Crane Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description Probabilistic Foundations of Statistical Network Analysis presents a fresh and insightful perspective on the fundamental tenets and major challenges of modern network analysis. Its lucid exposition provides necessary background for understanding the essential ideas behind exchangeable and dynamic network models, network sampling, and network statistics such as sparsity and power law, all of which play a central role in contemporary data science and machine learning applications. The book rewards readers with a clear and intuitive understanding of the subtle interplay between basic principles of statistical inference, empirical properties of network data, and technical concepts from probability theory. Its mathematically rigorous, yet non-technical, exposition makes the book accessible to professional data scientists, statisticians, and computer scientists as well as practitioners and researchers in substantive fields. Newcomers and non-quantitative researchers will find its conceptual approach invaluable for developing intuition about technical ideas from statistics and probability, while experts and graduate students will find the book a handy reference for a wide range of new topics, including edge exchangeability, relative exchangeability, graphon and graphex models, and graph-valued Levy process and rewiring models for dynamic networks.The authors incisive commentary supplements these core concepts, challenging the reader to push beyond the current limitations of this emerging discipline. With an approachable exposition and more than 50 open research problems and exercises with solutions, this book is ideal for advanced undergraduate and graduate students interested in modern network analysis, data science, machine learning, and statistics. Author Biography Harry Crane is Associate Professor and Co-Director of the Graduate Program in Statistics and Biostatistics and an Associate Member of the Graduate Faculty in Philosophy at Rutgers University. Professor Cranes research interests cover a range of mathematical and applied topics in network science, probability theory, statistical inference, and mathematical logic. In addition to his technical work on edge and relational exchangeability, relative exchangeability, and graph-valued Markov processes, Prof. Cranes methods have been applied to domain-specific cybersecurity and counterterrorism problems at the Foreign Policy Research Institute and RANDs Project AIR FORCE. Details ISBN 1138585998 ISBN-13 9781138585997 Title Probabilistic Foundations of Statistical Network Analysis Author Harry Crane Format Hardcover Year 2018 Pages 236 Publisher Taylor & Francis Ltd GE_Item_ID:118049409; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 185.66 USD
Location: Fairfield, Ohio
End Time: 2024-11-03T05:05:41.000Z
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ISBN-13: 9781138585997
Book Title: Probabilistic Foundations of Statistical Network Analysis
Number of Pages: 236 Pages
Publication Name: Probabilistic Foundations of Statistical Network Analysis
Language: English
Publisher: CRC Press LLC
Publication Year: 2018
Subject: Machine Theory, Communication Studies, Probability & Statistics / General, Operations Research, System Theory
Item Weight: 20 Oz
Type: Textbook
Subject Area: Mathematics, Computers, Language Arts & Disciplines, Science, Business & Economics
Item Length: 9.2 in
Author: Harry Crane
Item Width: 6.1 in
Series: Chapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.
Format: Hardcover
