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Statistical analysis and data display : an intermediate course with examples in S-plus, R, and SAS /

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This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze datashowing code, graphics, and accompanying computer listingsfor all the methods they cover. They emphasize h...

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Bibliographic Details
Main Author: Heiberger, Richard M., 1945-
Corporate Author: SpringerLink (Online service)
Other Authors: Holland, Burt
Format: eBook
Language:English
Published: New York : Springer, [2004]
Series:Springer texts in statistics.
Subjects:
S-Plus.
SAS (Computer file)
Mathematical statistics > Data processing.
Statistics > Data processing.
R (Computer program language)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction and Motivation
  • Data and Statistics
  • Statistics Concepts
  • Graphs
  • Introductory Inference
  • One-Way Analysis of Variance, ANOVA
  • Multiple Comparisons
  • Linear Regression by Least Squares
  • Multiple Regression
  • More Than One Predictor
  • Multiple Regression
  • Dummy Variables and Contrasts
  • Multiple Regression
  • Regression Diagnostics
  • Two-Way Analysis of Variance
  • Design of Experiments
  • Factorial Designs
  • Design of Experiments
  • More Complex Designs
  • Bivariate Statistics
  • Discrete Data
  • Nonparametrics
  • Logistic Regression
  • Time Series Analysis.