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An R Companion to Applied Regression

Bog
  • Format
  • Bog, paperback
  • Engelsk

Beskrivelse

An R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial web-based support materials. The Third Edition has been reorganized and includes a new chapter on mixed-effects models, new and updated data sets, and a de-emphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the car and effects packages for R for this edition, introducing additional capabilities and making the software more consistent and easier to use. They also advocate an everyday data-analysis workflow that encourages reproducible research. To this end, they provide coverage of RStudio, an interactive development environment for R that allows readers to organize and document their work in a simple and intuitive fashion, and then easily share their results with others. Also included is coverage of R Markdown, showing how to create documents that mix R commands with explanatory text. 

"An R Companion to Applied Regression continues to provide the most comprehensive and user-friendly guide to estimating, interpreting, and presenting results from regression models in R."

–Christopher Hare, University of California, Davis

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Detaljer
  • SprogEngelsk
  • Sidetal608
  • Udgivelsesdato16-10-2018
  • ISBN139781544336473
  • Forlag Sage Publications Inc
  • FormatPaperback
Størrelse og vægt
  • Vægt1120 g
  • coffee cup img
    10 cm
    book img
    17,7 cm
    25,4 cm

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