Description

Book Synopsis

Mathematical Models and Data Analysis.- Probability Concepts and Probability Distributions.- Data Collection and Preliminary Data Analysis.- Making Statistical Inferences from Samples.- Linear Regression Analysis Using Least Squares.- Design of Physical and Simulation Experiments.- Optimization Methods.- Analysis of Time Series Data.- Parametric and Non-Parametric Regression Methods.- Inverse Methods for Mechanistic Models.- Statistical Learning Through Data Analytics.- Decision-Making and Sustainability Assessments.

Applied Data Analysis and Modeling for Energy

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    A Paperback by T. Agami Reddy

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      View other formats and editions of Applied Data Analysis and Modeling for Energy by T. Agami Reddy

      Publisher: Springer
      Publication Date: 10/19/2024
      ISBN13: 9783031348716, 978-3031348716
      ISBN10: 3031348710

      Description

      Book Synopsis

      Mathematical Models and Data Analysis.- Probability Concepts and Probability Distributions.- Data Collection and Preliminary Data Analysis.- Making Statistical Inferences from Samples.- Linear Regression Analysis Using Least Squares.- Design of Physical and Simulation Experiments.- Optimization Methods.- Analysis of Time Series Data.- Parametric and Non-Parametric Regression Methods.- Inverse Methods for Mechanistic Models.- Statistical Learning Through Data Analytics.- Decision-Making and Sustainability Assessments.

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