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Основной контент книги Data Analysis. What Can Be Learned From the Past 50 Years
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Maht 235 lehekülgi

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Data Analysis. What Can Be Learned From the Past 50 Years

Lugege ainult LitRes'is

Raamatut ei saa failina alla laadida, kuid seda saab lugeda meie rakenduses või veebis.

€151,78

Raamatust

This book explores the many provocative questions concerning the fundamentals of data analysis. It is based on the time-tested experience of one of the gurus of the subject matter. Why should one study data analysis? How should it be taught? What techniques work best, and for whom? How valid are the results? How much data should be tested? Which machine languages should be used, if used at all? Emphasis on apprenticeship (through hands-on case studies) and anecdotes (through real-life applications) are the tools that Peter J. Huber uses in this volume. Concern with specific statistical techniques is not of immediate value; rather, questions of strategy – when to use which technique – are employed. Central to the discussion is an understanding of the significance of massive (or robust) data sets, the implementation of languages, and the use of models. Each is sprinkled with an ample number of examples and case studies. Personal practices, various pitfalls, and existing controversies are presented when applicable. The book serves as an excellent philosophical and historical companion to any present-day text in data analysis, robust statistics, data mining, statistical learning, or computational statistics.

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Ilmumiskuupäev Litres'is:
12 aprill 2018
Objętość:
235 lk
ISBN:
9781118018248
Üldsuurus:
9.8 МБ
Lehekülgede koguarv:
235
Õiguste omanik:
John Wiley & Sons Limited
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