The book of R : a first course in programming and statistics /

Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R's functionality. --

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Davies, Tilman M. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: San Francisco, CA : No Starch Press, [2016]
Temas:
R (Computer program language)
Computer programming.
Statistics > Data processing.
R (Langage de programmation)
Programmation (Informatique)
Statistique > Informatique.
computer programming.
COMPUTERS > Programming Languages > General.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Computer programming
Statistics > Data processing
Programmation (mathématiques)
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • pt. I. The language. Getting started
  • Numerics, arithmetic, assignment, and vectors
  • Matrices and arrays
  • Non-numeric values
  • Lists and data frames
  • Special values, classes, and coercion
  • Basic plotting
  • Reading and writing files
  • pt. II. Programming. Calling functions
  • Conditions and loops
  • Writing functions
  • Exceptions, timings, and visibility
  • pt. III. Statistics and probability. Elementary statistics
  • Basic data visualization
  • Probability
  • Common probability distributions
  • pt. IV. Statistical testing and modeling. Sampling distributions and confidence
  • Hypothesis testing
  • Analysis of variance
  • Simple linear regression
  • Multiple linear regression
  • Linear model selection and diagnostics
  • pt. V. Advanced graphics. Advanced plot customization
  • Going further with the grammar of graphics
  • Defining colors and plotting in higher dimensions
  • Interactive 3D plots
  • Appendix A. Installing R and contributed packages
  • Appendix B. Working with RStudio.

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