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Predictive Analytics Using Statistics and Big Data: Concepts and Modeling

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Title: Predictive Analytics Using Statistics and Big Data: Concepts and Modeling
Description: This book presents a selection of the latest and representative developments in predictive analytics using big data technologies. It focuses on some critical aspects of big data and machine learning and provides studies for readers. The chapters address a comprehensive range of advanced data technologies used for statistical modeling towards predictive analytics.Topics included in this book include:- Categorized machine learning algorithms- Player monopoly in cricket teams.- Chain type estimators- Log type estimators- Bivariate survival data using shared inverse Gaussian frailty models- Weblog analysis- COVID-19 epidemiologyThis reference book will be of significant benefit to the predictive analytics community as a useful guide of the latest research in this emerging field.
Authors: Krishna Kumar, Mohbey, Arvind, Pandey, Dharmendra Singh, Rajput
Resource Type: eBook.
Subjects: Predictive analytics, Machine learning, Big data
Categories: COMPUTERS / Data Science / Data Analytics
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
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  Availability: 0
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PubType: eBook
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  Data: Predictive Analytics Using Statistics and Big Data: Concepts and Modeling
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  Data: This book presents a selection of the latest and representative developments in predictive analytics using big data technologies. It focuses on some critical aspects of big data and machine learning and provides studies for readers. The chapters address a comprehensive range of advanced data technologies used for statistical modeling towards predictive analytics.Topics included in this book include:- Categorized machine learning algorithms- Player monopoly in cricket teams.- Chain type estimators- Log type estimators- Bivariate survival data using shared inverse Gaussian frailty models- Weblog analysis- COVID-19 epidemiologyThis reference book will be of significant benefit to the predictive analytics community as a useful guide of the latest research in this emerging field.
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  Data: <searchLink fieldCode="DE" term="%22Predictive+analytics%22">Predictive analytics</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink><br /><searchLink fieldCode="DE" term="%22Big+data%22">Big data</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 005.7
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Predictive analytics
        Type: general
      – SubjectFull: Machine learning
        Type: general
      – SubjectFull: Big data
        Type: general
    Titles:
      – TitleFull: Predictive Analytics Using Statistics and Big Data: Concepts and Modeling
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Krishna Kumar, Mohbey
      – PersonEntity:
          Name:
            NameFull: Arvind, Pandey
      – PersonEntity:
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            NameFull: Dharmendra Singh, Rajput
      – PersonEntity:
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            NameFull: Krishna Kumar, Mohbey
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            NameFull: Arvind, Pandey
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            NameFull: Dharmendra Singh, Rajput
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2020
            – D: 05
              M: 03
              Type: profile
              Y: 2021
          Identifiers:
            – Type: isbn-print
              Value: 9789811490514
            – Type: isbn-electronic
              Value: 9789811490491
          Titles:
            – TitleFull: Predictive Analytics Using Statistics and Big Data: Concepts and Modeling
              Type: main
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