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Titlebook: Engineering Statistics; An Introduction Edward B. Magrab Textbook 2022 The Editor(s) (if applicable) and The Author(s), under exclusive lic

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发表于 2025-3-21 20:07:00 | 显示全部楼层 |阅读模式
书目名称Engineering Statistics
副标题An Introduction
编辑Edward B. Magrab
视频video
概述Presents a concise and focused introduction to engineering statistics.Emphasizes topics and concepts that engineers need.Illustrates all concepts with examples
图书封面Titlebook: Engineering Statistics; An Introduction Edward B. Magrab Textbook 2022 The Editor(s) (if applicable) and The Author(s), under exclusive lic
描述This book presents a concise and focused introduction to engineering statistics, emphasizing topics and concepts that a practicing engineer is mostly likely to use: the display of data, confidence intervals, hypothesis testing, fitting straight lines to data, and designing experiments to find the impact of process changes on a system or its output. It introduces the language of statistics, derives equations with sufficient detail so that there is no mystery as to how they came about, makes extensive use of tables to collect and summarize important formulas and concepts, and utilizes enhanced graphics that are packed with visual information to illustrate the meaning of the equations and their usage. The book can be used as an introduction to the subject, to refresh one’s knowledge of engineering statistics, to complement course materials, as a study guide, and to provide a resource in laboratories where data acquisition and analysis are performed..Created specifically forthe book are 16 interactive graphics (IGs) that can be used to replicate all numerical calculations appearing in the book and many of its figures, numerically evaluate all formulas appearing in tables, solve all exe
出版日期Textbook 2022
关键词Analysis of Variance; Box-whisker Plots; Chi Square Distribution; Confidence Intervals; Experimental Des
版次1
doihttps://doi.org/10.1007/978-3-031-05010-7
isbn_softcover978-3-031-05012-1
isbn_ebook978-3-031-05010-7
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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https://doi.org/10.1007/978-3-319-44579-3xperiment, and a 2.-factorial experiment are derived. For these experiments, an analysis of variance is used to determine the factors that are most influential in determining its output and, where appropriate, whether the factors interact.
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The United Nations Alternative,s why it is necessary to plot data before attempting to model it, state general guidelines and limits of a straight-line model to data, and show how one determines whether plotted data that appear to be nonlinear could be intrinsically linear. Hypothesis tests are introduced to determine which parameters in the model are the most influential.
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Textbook 2022likely to use: the display of data, confidence intervals, hypothesis testing, fitting straight lines to data, and designing experiments to find the impact of process changes on a system or its output. It introduces the language of statistics, derives equations with sufficient detail so that there is
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Continuous Probability Distributions, Confidence Intervals, and Hypothesis Testing,duced and the type I and type II errors are defined. The use of operating characteristic (OC) curves to determine the magnitude of these errors is illustrated. Also introduced is a procedure to obtain probability plots for the normal distribution as a visual means to confirm the normality assumption for data.
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Regression Analysis and the Analysis of Variance,s why it is necessary to plot data before attempting to model it, state general guidelines and limits of a straight-line model to data, and show how one determines whether plotted data that appear to be nonlinear could be intrinsically linear. Hypothesis tests are introduced to determine which parameters in the model are the most influential.
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