EAN: 9781493921218

STATISTICAL ANALYSIS AND DATA DISPLAY - RICHARD...

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 computer listings-for all the methods
they cover. They emphasize how to construct and interpret graphs  discuss principles of
graphical design  and show how accompanying traditional tabular results are used to confirm the
visual impressions derived directly from the graphs. Many of the graphical formats are novel
and appear here for the first time in print. All chapters have exercises. The second edition
features new chapters  sections and revisions. New chapters cover Likert Scale Data to build on
the importance of rating scales in fields from population studies to psychometrics. 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. In-depth discussions of regression analysis  analysis of variance  and design of
experiments are followed by introductions to analysis of discrete bivariate data 
nonparametrics  logistic regression  and ARIMA time series modeling. The authors illustrate
classical concepts and techniques with a variety of case studies using both newer graphical
tools and traditional tabular displays. The authors provide and discuss R and SAS executable
functions and macros for all new graphical display formats. All graphs and tabular output in
the book were constructed using these programs. Complete transcripts for all examples and
figures are provided for readers to use as models for their own analyses.

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