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  3. Social forskning og statistik

Applied Regularization Methods for the Social Sciences

Af: Holmes Finch Engelsk Paperback

Applied Regularization Methods for the Social Sciences

Af: Holmes Finch Engelsk Paperback
Tjek vores konkurrenters priser

Researchers in the social sciences are faced with complex data sets in which they have relatively small samples and many variables (high dimensional data). Unlike the various technical guides currently on the market, Applied Regularization Methods for the Social Sciences provides and overview of a variety of models alongside clear examples of hands-on application. Each chapter in this book covers a specific application of regularization techniques with a user-friendly technical description, followed by examples that provide a thorough demonstration of the methods in action.

Key Features:

  • Description of regularization methods in a user friendly and easy to read manner
  • Inclusion of regularization-based approaches for a variety of statistical analyses commonly used in the social sciences, including both univariate and multivariate models
  • Fully developed extended examples using multiple software packages, including R, SAS, and SPSS
  • Website containing all datasets and software scripts used in the examples
  • Inclusion of both frequentist and Bayesian regularization approaches
  • Application exercises for each chapter that instructors could use in class, and independent researchers could use to practice what they have learned from the book
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Tjek vores konkurrenters priser
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kr 488
Fragt: 39 kr
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Researchers in the social sciences are faced with complex data sets in which they have relatively small samples and many variables (high dimensional data). Unlike the various technical guides currently on the market, Applied Regularization Methods for the Social Sciences provides and overview of a variety of models alongside clear examples of hands-on application. Each chapter in this book covers a specific application of regularization techniques with a user-friendly technical description, followed by examples that provide a thorough demonstration of the methods in action.

Key Features:

  • Description of regularization methods in a user friendly and easy to read manner
  • Inclusion of regularization-based approaches for a variety of statistical analyses commonly used in the social sciences, including both univariate and multivariate models
  • Fully developed extended examples using multiple software packages, including R, SAS, and SPSS
  • Website containing all datasets and software scripts used in the examples
  • Inclusion of both frequentist and Bayesian regularization approaches
  • Application exercises for each chapter that instructors could use in class, and independent researchers could use to practice what they have learned from the book
Vis mere
Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 297
ISBN-13: 9781032209470
Indbinding: Paperback
Udgave:
ISBN-10: 103220947X
Kategori: Social forskning og statistik
Udg. Dato: 27 maj 2024
Længde: 22mm
Bredde: 155mm
Højde: 233mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 27 maj 2024
Forfatter(e): Holmes Finch
Forfatter(e) Holmes Finch

Kategori Social forskning og statistik

ISBN-13 9781032209470

Sprog Engelsk

Indbinding Paperback

Sider 297

Udgave

Længde 22mm

Bredde 155mm

Højde 233mm

Udg. Dato 27 maj 2024

Oplagsdato 27 maj 2024

Forlag Taylor & Francis Ltd