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Book
Functional Statistics : Outliers Detection and Quality Control
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Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

Functional analysis, the branch that lies between mathematical analysis and statistics, has many applications in the field of engineering and processes. Thus, this book presents several applications carried out from this perspective, as well as various works of a theoretical nature that take a further step so that researchers can use these models with high precision.

Keywords

Research & information: general --- Mathematics & science --- functional data analysis --- statistical process control --- control chart --- data depth --- nonparametric control chart --- energy efficiency --- air pollution --- non-normal data --- outlier --- Lagrange interpolation --- unit circle --- nodal systems --- separation properties --- perturbed roots of the unity --- convergence --- retrofitting --- refurbishment --- vectorial analysis --- average run length --- median absolute deviation --- photolithography --- Shewhart --- Tukey --- FTIR-ATR --- FDA --- vector analysis --- wine spirit --- ageing technology --- micro-oxygenation --- wood --- oak --- chestnut --- ageing time --- pollution episodes --- functional data --- bivariate analysis --- uncertainty region --- generalized additive models --- functional data analysis --- statistical process control --- control chart --- data depth --- nonparametric control chart --- energy efficiency --- air pollution --- non-normal data --- outlier --- Lagrange interpolation --- unit circle --- nodal systems --- separation properties --- perturbed roots of the unity --- convergence --- retrofitting --- refurbishment --- vectorial analysis --- average run length --- median absolute deviation --- photolithography --- Shewhart --- Tukey --- FTIR-ATR --- FDA --- vector analysis --- wine spirit --- ageing technology --- micro-oxygenation --- wood --- oak --- chestnut --- ageing time --- pollution episodes --- functional data --- bivariate analysis --- uncertainty region --- generalized additive models


Book
Functional Statistics : Outliers Detection and Quality Control
Author:
Year: 2020 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

Loading...
Export citation

Choose an application

Bookmark

Abstract

Functional analysis, the branch that lies between mathematical analysis and statistics, has many applications in the field of engineering and processes. Thus, this book presents several applications carried out from this perspective, as well as various works of a theoretical nature that take a further step so that researchers can use these models with high precision.

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