Statistical Analysis and Data Display

An Intermediate Course with Examples in R

Autor: Richard M. Heiberger, Burt Holland

Język:

Oprawa: Miękka

Wydawca: Springer-Verlag New York Inc.

Dostępność: Dostępna u dostawcy

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This contemporary presentation of statistical methods features extensive use of graphical displays f...

Informacje o książce

Autor

Richard M. Heiberger, Burt Holland

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2017

strony

898

EAN

9781493979684

Enbook ID

21063857

Wydawca

Springer-Verlag New York Inc.

Waga

1877

Wymiary

155 x 235 x 236

Pełny opis

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 data-showing code, graphics, and accompanying tabular listings-for all the methods they cover. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses. This book can serve as a standalone text for statistics majors at the master's level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. Classical concepts and techniques are illustrated with a variety of case studies using both newer graphical tools and traditional tabular displays. New graphical material includes: an expanded chapter on graphics a section on graphing Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics a discussion on design of graphics that will work for readers with color-deficient vision an expanded discussion on the design of multi-panel graphics expanded and new sections in the discrete bivariate statistics capter on the use of mosaic plots for contingency tables including the n×2×2 tables for which the Mantel-Haenszel-Cochran test is appropriate an interactive (using the shiny package) presentation of the graphics for the normal and t-tables that is introduced early and used in many chapters

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Statistical Analysis and Data Display

An Intermediate Course with Examples in R

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