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Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods-K-Means for partitioning and Ward's method for hierarchical clustering-have lacked the theoretical underpinning req
From comical misunderstandings and hilarious mishaps to the sheer terror of a near-death experience, these are the true-life global adventures and keen observations of one American traveler. During his forty years of international travel, Edward Gray journeyed through the old Communist regimes of the USSR, Western Europe, the Americas, and the Far East. He lived through coup attempts in Portugal, Peru, and France; skyjacking incidents in the Middle East and the United States; and his family's extended stay at the JFK Airport in the blizzard of 1993. At once a personal memoir, an intriguing international travelogue, and a fascinating blend of history and sociology, Call a Bomb a Rifle include...
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A new and refreshingly different approach to presenting the foundations of statistical algorithms, Foundations of Statistical Algorithms: With References to R Packages reviews the historical development of basic algorithms to illuminate the evolution of today's more powerful statistical algorithms. It emphasizes recurring themes in all statistical
Visualization and Verbalization of Data shows how correspondence analysis and related techniques enable the display of data in graphical form, which results in the verbalization of the structures in data. Renowned researchers in the field trace the history of these techniques and cover their current applications. The first part of the book explains the historical origins of correspondence analysis and associated methods. The second part concentrates on the contributions made by the school of Jean-Paul Benzécri and related movements, such as social space and geometric data analysis. Although these topics are viewed from a French perspective, the book makes them understandable to an international audience. Throughout the text, well-known experts illustrate the use of the methods in practice. Examples include the spatial visualization of multivariate data, cluster analysis in computer science, the transformation of a textual data set into numerical data, the use of quantitative and qualitative variables in multiple factor analysis, different possibilities of recoding data prior to visualization, and the application of duality diagram theory to the analysis of a contingency table.
Here in a new updated edition of his bestseller, Jack Torry tells the compelling story about the relationship between a city, its financial leaders, and its baseball team.