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Basic statistics : an introduction with R /

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Bibliographic Details
Main Authors: Raykov, Tenko (Author), Marcoulides, George A. (Author)
Format: Book
Language:English
Published: Lanham, Maryland : Rowman & Littlefield Publishers, Inc., [2013]
Subjects:
Mathematical statistics > Data processing.
R (Computer program language)
Table of Contents:
  • Statistics and data
  • An introduction to descriptive statistics: data description and graphical representation
  • Data description: measures of central tendency and variability
  • Probability
  • Probability distributions of random variables
  • Random sampling distributions and the central limit theorem
  • Inferences about single population means
  • Inferences about population means when variances are unknown
  • Inferences about population variances
  • Analysis of categorical data
  • Correlation
  • Simple linear regression
  • Multiple regression analysis
  • Analysis of variance and covariance
  • Modeling discrete response variables.