Contemporary Experimental Design, Multivariate Analysis and Data Mining 1

Data & IT

Contemporary Experimental Design, Multivariate Analysis and Data Mining

Jianqing Fan • Jianxin Pan

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386 sidor
2020

The collection and analysis of data play an important role in many elds of science and technology, such as computational biology, quantitative nance, 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 Fangs 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 Fangs 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.

Författare: Jianqing Fan, Jianxin Pan
Format: Inbunden
ISBN: 9783030461607
Språk: Engelska
Antal sidor: 386
Utgivningsdatum: 2020-05-23
Förlag: Springer Nature Switzerland AG