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R by Example

Now in its second edition, R by Example is an example-based introduction to the statistical computing environment that does not assume any previous familiarity with R or other software packages. R functions are presented in the context of interesting applications with real data. The purpose of this...

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Autors principals: Albert, Jim (Autor), Rizzo, Maria (Autor)
Autor corporatiu: SpringerLink (Online service)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edició:2nd ed. 2024.
Col·lecció:Use R!,
Matèries:
Statistics .
Mathematical statistics > Data processing.
Computer science > Mathematics.
Mathematical statistics.
Coding theory.
Information theory.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Statistics and Computing.
Probability and Statistics in Computer Science.
Statistical Theory and Methods.
Coding and Information Theory.
Accés en línia:https://doi.org/10.1007/978-3-031-76074-7
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Taula de continguts:
  • Introduction
  • Quantitative Data
  • Categorical Data
  • Exploratory Data Analysis
  • Presentation Graphics
  • Importing Data
  • Basic Inference Models
  • Regression
  • Analysis of Variance I
  • Analysis of Variance II
  • Randomization Tests
  • Multivariate Data
  • Simulation Experiments
  • Bayesian Modeling
  • Monte Carlo Methods.

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