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Titlebook: Applications in Statistical Computing; From Music Data Anal Nadja Bauer,Katja Ickstadt,Maurizio Vichi Book 2019 Springer Nature Switzerland

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期刊全称Applications in Statistical Computing
期刊简称From Music Data Anal
影响因子2023Nadja Bauer,Katja Ickstadt,Maurizio Vichi
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发行地址Presents state-of-the-art research at the interface of statistics and computer science.Contributes to two highly relevant research areas: data analysis and big data.Covers applied fields of research s
学科分类Studies in Classification, Data Analysis, and Knowledge Organization
图书封面Titlebook: Applications in Statistical Computing; From Music Data Anal Nadja Bauer,Katja Ickstadt,Maurizio Vichi Book 2019 Springer Nature Switzerland
影响因子.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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https://doi.org/10.1007/978-3-7091-9898-8nd on medications. Therefore, rapid and sensitive breath analysis would be a helpful tool, for example, for medical diagnosis or therapy control. Ion mobility spectrometry coupled with gas-chromatographic pre-separation (GC/IMS) meet those requirements and can be used to distinguish between healthy
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https://doi.org/10.1007/978-3-7091-9898-8dary of circles, spheres, or hyper-spheres, they are also referred as directional data, and they require dedicated methods to be analyzed. In the framework of supervised classification, this work introduces a directional data classifier based on a data depth function. Depth functions provide an inne
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Introduction: Stories of Science and Empire,istribution of the quality characteristic not the normal distribution. An estimator of the univariate capability index is proposed and its statistical properties are studied using Taylor series expansion to monitor an exponential and a lognormal distribution. The used approximation shows that the es
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Portrait of the Young Woman as a erstanding of statistical reasoning as well as a call to introduce statistical computing and reproducible analysis within the curriculum. With the help of R mosaic and the concept of minimal R, we were able to include all this in an introductory statistics course for people studying while working a
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Culture and Empire, 1830–1962: An Overviewbecome active in public debates on the digital world as data science professionals. How do ethical principles (e.g. fairness, justice, beneficence and non-maleficence) relate to actual situations in our professional lives? What lies in our responsibility as professionals by our expertise in the fiel
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