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Titlebook: Applied Data Analysis and Modeling for Energy Engineers and Scientists; T. Agami Reddy Book 20111st edition Springer Science+Business Medi

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发表于 2025-3-21 17:27:27 | 显示全部楼层 |阅读模式
期刊全称Applied Data Analysis and Modeling for Energy Engineers and Scientists
影响因子2023T. Agami Reddy
视频video
发行地址Offers descriptions of numerous data analysis techniques, including but not limited to exploratory data analysis, estimation and model building, inferential methods and data compaction.Utilizes an eff
图书封面Titlebook: Applied Data Analysis and Modeling for Energy Engineers and Scientists;  T. Agami Reddy Book 20111st edition Springer Science+Business Medi
影响因子.Applied Data Analysis and Modeling for Energy Engineers and Scientists .fills an identified gap in engineering and science education and practice for both students and practitioners. It demonstrates how to apply concepts and methods learned in disparate courses such as mathematical modeling, probability,statistics, experimental design, regression, model building, optimization, risk analysis and decision-making to actual engineering processes and systems. The text provides a formal structure that offers a basic, broad and unified perspective,while imparting the knowledge, skills and confidence to work in data analysis and modeling. This volume uses numerous solved examples, published case studies from the author’s own research, and well-conceived problems in order to enhance comprehension levels among readers and their understanding of the “processes”along with the tools.
Pindex Book 20111st edition
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发表于 2025-3-21 21:47:45 | 显示全部楼层
Applied Data Analysis and Modeling for Energy Engineers and Scientists978-1-4419-9613-8
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Sexual Fear and the Regulation of Society,ted. Selected experimental design methods are discussed such as randomized block, Latin Squares and 2. factorial designs. The parallel between model building in a DOE framework and linear multiple regression is illustrated. Finally, this chapter addresses response surface methods (RSM) which allow a
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Introduction: Sex before Discourse,t topic of dynamic optimization is covered which applies to optimizing a trajectory, i.e., to discrete situations when a series of decisions have to be made to define or operate a system composed of distinct stages, such that a decision is made at each stage with the decisions at later stages not af
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Order as social closure I: the nobility(s). In general, the number of clusters is not predefined and has to be gleaned from the data set. This and the fact that one does not have a training data set to build a model make clustering a much more difficult problem than classification. Two types of clustering techniques, namely partitional a
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Social ideology: closure legitimated?rd class of models called ARIMA models allows separating and modeling the systematic component of the model residuals from the purely random white noise element, thereby enhancing the prediction accuracy of the overall model. ARMAX models, which are extensions of the univariate ARIMA models to multi
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Order as social closure II: the clergyariables are large. Subsequently, another powerful and widely used estimation method, namely maximum likelihood estimation (MLE) is described, and its application to parameter estimation of probability functions and logistic models is presented. Also covered is parameter estimation of models non-lin
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Niall Gildea,Helena Goodwyn,Helen Tyson are clouded by uncertainty, and/or by having to meet multiple objectives; this chapter also presents basic concepts of multi-attribute modeling. The role of risk analysis and its various aspects are covered along with applications from various fields. General principles are presented in somewhat id
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The Dilemma of Cognitive Literary Studiest topic of dynamic optimization is covered which applies to optimizing a trajectory, i.e., to discrete situations when a series of decisions have to be made to define or operate a system composed of distinct stages, such that a decision is made at each stage with the decisions at later stages not af
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