R in action : data analysis and graphics with R and Tidyverse

R in action data analysis and graphics with R and Tidyverse

R is the most powerful tool you can use for statistical analysis. This definitive guide smooths R's steep learning curve with practical solutions and real-world applications for commercial environments. R in Action, Third Edition makes learning R quick and easy. That's why thousands of dat...

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Detalles Bibliográficos
Otros Autores: Kabacoff, Robert, author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Shelter Island, NY : Manning Publications Co [2022]
Edición:Third edition
Materias:
R (Computer program language)
Statistics > Data processing.
R (Llenguatge de programació)
Estadística > Informàtica
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009664716106719
Tabla de Contenidos:
  • PART 1 GETTING STARTED
  • 1 Introduction to R
  • 2 Creating a dataset
  • 3 Basic data management
  • 4 Getting started with graphs
  • 5 Advanced data management
  • PART 2 BASIC METHODS
  • 6 Basic graphs
  • 7 Basic statistics
  • PART 3 INTERMEDIATE METHODS
  • 8 Regression
  • 9 Analysis of variance
  • 10 Power analysis
  • 11 Intermediate graphs
  • 12 Resampling statistics and bootstrapping
  • PART 4 ADVANCED METHODS
  • 13 Generalized linear models
  • 14 Principal components and factor analysis
  • 15 Time series
  • 16 Cluster analysis
  • 17 Classification
  • 18 Advanced methods for missing data
  • PART 5 EXPANDING YOUR SKILLS
  • 19 Advanced graphs
  • 20 Advanced programming
  • 21 Creating dynamic reports
  • 22 Creating a package

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