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Modeling online auctions

Author: Wolfgang Jank; Galit Shmueli
Publisher: Oxford : Wiley, ©2010.
Series: Statistics in practice.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

* Introduces rich data sources and discusses new data challenges to the increasing interest in online auctions. * There are applications to a wide variety of statistical methods, as well as  Read more...

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Document Type: Book
All Authors / Contributors: Wolfgang Jank; Galit Shmueli
ISBN: 9780470475652 047047565X
OCLC Number: 619913492
Description: xii, 319 pages, [8] pages of plates : illustrations (some color) ; 25 cm.
Contents: Preface. Acknowledgments. 1 Introduction. 1.1 Online Auctions and Electronic Commerce. 1.2 Online Auctions and Statistical Challenges. 1.3 A Statistical Approach to Online Auction Research. 1.4 The Structure of this Book. 1.5 Data and Code Availability. 2 Obtaining Online Auction Data. 2.1 Collecting Data from the Web. 2.2 Web Data Collection and Statistical Sampling. 3 Exploring Online Auction Data. 3.1 Bid Histories: Bids versus "Current Price" Values. 3.2 Integrating Bid History Data With Cross-Sectional Auction Information. 3.3 Visualizing Concurrent Auctions. 3.4 Exploring Price Evolution and Price Dynamics. 3.5 Combining Price Curves with Auction Information via Interactive Visualization. 3.6 Exploring Hierarchical Information. 3.7 Exploring Price Dynamics via Curve Clustering. 3.8 Exploring Distributional Assumptions. 3.9 Exploring Online Auctions: Future Research Directions. 4 Modeling Online Auction Data. 4.1 Modeling Basics (Representing the Price Process). 4.2 Modeling The Relation Between Price Dynamics and Auction Information. 4.3 Modeling Auction Competition. 4.4 Modeling Bid and Bidder Arrivals. 4.5 Modeling Auction Networks. 5 Forecasting Online Auctions. 5.1 Forecasting Individual Auctions. 5.2 Forecasting Competing Auctions. 5.3 Automated Bidding Decisions. Bibliography. Index.
Series Title: Statistics in practice.
Responsibility: Wolfgang Jank, Galit Shmueli.

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"Modeling online auctions is a valuable book for graduate-level courses on data mining and applied regression analysis." (Mathematical Reviews, 2011) "The referred volume offers a detailed survey of Read more...

 
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