Applications in Statistical Computing : From Music Data Analysis to Industrial Quality Improvement

2019 ed.

Book Details

Format Paperback / Softback

Book Series Studies in Classification, Data Analysis, and Knowledge Organization

ISBN-10 3030251462

ISBN-13 9783030251468

Edition 2019 ed.

Publisher Springer Nature Switzerland AG

Imprint Springer Nature Switzerland AG

Country of Manufacture GB

Country of Publication GB

Publication Date Oct 1st, 2019

Print length 340 Pages

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This volume presents a selection of research papers on various topics at the interface of statistics and computer science. The book covers fields of research including the design of experiments, computational statistics, music data analysis, statistical process control, biometrics, industrial engineering, and econometrics.

This volume presents a selection of research papers on various topics at the interface of statistics and computer science. Emphasis is put on the practical applications of statistical methods in various disciplines, using machine learning and other computational methods. The book covers fields of research including the design of experiments, computational statistics, music data analysis, statistical process control, biometrics, industrial engineering, and econometrics. Gathering innovative, high-quality and scientifically relevant contributions, the volume was published in honor of Claus Weihs, Professor of Computational Statistics at TU Dortmund University, on the occasion of his 66th birthday.

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