Contemporary Experimental Design, Multivariate Analysis and Data Mining

Name: Contemporary Experimental Design, Multivariate Analysis and Data Mining
Brand: Springer Nature Switzerland AG
SKU: 9783030461638
Price: 179.22 EUR
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Autor: Jianqing Fan

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer Nature Switzerland AG

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The collection and analysis of data play an important role in many fields of science and technology,...

Informácie o knihe

Autor

Jianqing Fan

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

404

EAN

9783030461638

ISBN

3030461637

Enbook ID

36216024

Vydavateľ

Springer Nature Switzerland AG

Hmotnosť

610

Rozmery

155 x 235 x 22

Kompletný popis

The collection and analysis of data play an important role in many fields of science and technology, such as computational biology, quantitative finance, information engineering, machine learning, neuroscience, medicine, and the social sciences. Especially in the era of big data, researchers can easily collect data characterised by massive dimensions and complexity. In celebration of Professor Kai-Tai Fang's 80th birthday, we present this book, which furthers new and exciting developments in modern statistical theories, methods and applications. The book features four review papers on Professor Fang's numerous contributions to the fields of experimental design, multivariate analysis, data mining and education. It also contains twenty research articles contributed by prominent and active figures in their fields. The articles cover a wide range of important topics such as experimental design, multivariate analysis, data mining, hypothesis testing and statistical models.

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