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Statistical Data Analysis for the Physical Sciences

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Title: Statistical Data Analysis for the Physical Sciences
Description: Data analysis lies at the heart of every experimental science. Providing a modern introduction to statistics, this book is ideal for undergraduates in physics. It introduces the necessary tools required to analyse data from experiments across a range of areas, making it a valuable resource for students. In addition to covering the basic topics, the book also takes in advanced and modern subjects, such as neural networks, decision trees, fitting techniques and issues concerning limit or interval setting. Worked examples and case studies illustrate the techniques presented, and end-of-chapter exercises help test the reader's understanding of the material.
Authors: Adrian Bevan
Resource Type: eBook.
Subjects: Physical sciences--Statistical methods, Statistical physics
Categories: SCIENCE / Physics / General
Database: eBook Collection (EBSCOhost)
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RelevancyScore: 1051
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1050.81640625
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  Data: Data analysis lies at the heart of every experimental science. Providing a modern introduction to statistics, this book is ideal for undergraduates in physics. It introduces the necessary tools required to analyse data from experiments across a range of areas, making it a valuable resource for students. In addition to covering the basic topics, the book also takes in advanced and modern subjects, such as neural networks, decision trees, fitting techniques and issues concerning limit or interval setting. Worked examples and case studies illustrate the techniques presented, and end-of-chapter exercises help test the reader's understanding of the material.
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      – Code: 530.13
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Physical sciences--Statistical methods
        Type: general
      – SubjectFull: Statistical physics
        Type: general
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      – TitleFull: Statistical Data Analysis for the Physical Sciences
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          Name:
            NameFull: Adrian Bevan
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            NameFull: Adrian Bevan
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2013
            – D: 04
              M: 02
              Type: profile
              Y: 2014
          Identifiers:
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              Value: 9781107030015
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              Value: 9781107055803
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            – TitleFull: Statistical Data Analysis for the Physical Sciences
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