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Reasoning with Data

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Reasoning with Data
  • Forlagets pris kr. 419,95
  • Leveringstid 2-4 hverdage
  • Forventet levering 29-06-2018
  • Bog, paperback (kr. 344,95) (kr. 344,95)
    1. Beskrivelse

      Engaging and accessible, this book teaches readers how to use inferential statistical thinking to check their assumptions, assess evidence about their beliefs, and avoid overinterpreting results that may look more promising than they really are. It provides step-by-step guidance for using both classical (frequentist) and Bayesian approaches to inference. Statistical techniques covered side by side from both frequentist and Bayesian approaches include hypothesis testing, replication, analysis of variance, calculation of effect sizes, regression, time series analysis, and more. Students also get a complete introduction to the open-source R programming language and its key packages. Throughout the text, simple commands in R demonstrate essential data analysis skills using real-data examples. The companion website provides annotated R code for the book's examples, in-class exercises, supplemental reading lists, and links to online videos, interactive materials, and other resources.User-Friendly Features*Playful, conversational style and gradual approach; suitable for students without strong math backgrounds.*End-of-chapter exercises based on real data supplied in the free R package.*Technical explanation and equation/output boxes.*Appendices on how to install R and work with the sample datasets.

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    2. Yderligere info
      Udgivelsesdato:
      16-06-2017
      Sprog:
      Engelsk
      ISBN13:
      9781462530267
      Sidetal:
      325
      Vægt:
      588 g
      Højde:
      15 mm
      Bredde:
      178 mm
      Længde:
      254 mm
      Mærkat:
      Bog, paperback
      Format:
      Paperback
      Udgave:
      Annotated edition
    3. Anmeldelser

      Kundernes boganmeldelser af Reasoning with Data

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