9781493979684 - Statistical Analysis and Data Display: An Intermediate Course with Examples in R (Springer Texts in Statistics) von Heiberger, Richard M.; Holland, Burt (3 Ergebnisse)

Zustand: New. pp. 929.

Taschenbuch. Zustand: Neu. Statistical Analysis and Data Display | An Intermediate Course with Examples in R | Richard M. Heiberger (u. a.) | Taschenbuch | Springer Texts in Statistics | xxxi | Englisch | 2019 | Springer | EAN 9781493979684 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This contemporary presentation of statistical methods featuresextensive use of graphical displays for exploring data and fordisplaying the analysis. The authors demonstrate how to analyzedata-showing code, graphics, and accompanying tabular listings-forall the methods they cover. Complete R scripts for all examplesand figures are provided for readers to use as models for their ownanalyses.This book can serve as a standalone text for statistics majors at themaster's level and for other quantitatively oriented disciplines atthe doctoral level, and as a reference book for researchers. Classical concepts andtechniques are illustrated with a variety of case studies using both newer graphicaltools and traditional tabular displays.New graphical material includes:an expanded chapter on graphicsa section on graphing Likert Scale Data to build on the importance ofrating scales in fields from population studies to psychometricsa discussion on design of graphics that will work for readers withcolor-deficient visionan expanded discussion on the design of multi-panel graphicsexpanded and new sections in the discrete bivariate statistics capteron the use of mosaic plots for contingency tables including the n×2×2tables for which the Mantel-Haenszel-Cochran test is appropriatean interactive (using the shiny package) presentation of the graphicsfor the normal and t-tables that is introduced early and used in manychapters.